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AI4Jobs: A Machine Learning Framework for Fake Recruitment Detection in Online Portals

AI4Jobs: A Machine Learning Framework for Fake Recruitment Detection in Online Portals

Abstract

With the growing influence of online job portals and recruitment platforms, fake job postings have become a major cyber threat, targeting job seekers and exploiting their personal information. This project proposes a machine learning-based system to automatically detect fake job postings using NLP and classification algorithms. By analyzing job descriptions and related metadata, the system leverages models like Logistic Regression, Random Forest, SVM, and others to classify whether a job post is genuine or fraudulent. The proposed model achieves high accuracy and enables real-time detection through a web interface built using Flask.

Introduction

In the digital age, job seekers often rely on online platforms for career opportunities. However, cybercriminals exploit this reliance by posting fraudulent job advertisements to collect sensitive information or extort money. Manual detection is inefficient due to the massive volume of listings. This system employs machine learning models to automate the classification of job postings as real or fake, ensuring a secure recruitment experience. It uses data pre-processing, TF-IDF feature extraction, and various supervised learning techniques to achieve accurate predictions.

Problem Statement

How can we accurately detect and classify fake job postings using automated systems that analyze textual content and metadata, in order to protect users from employment fraud?

Existing System and Disadvantages

Existing Systems:

  • Manual moderation of job posts
  • User reporting systems
  • Simple keyword filters or rule-based checks

Disadvantages:

  • Time-consuming and error-prone
  • Inability to scale to thousands of posts per day
  • High false negatives and low detection rates

Proposed System and Advantages

Proposed System:

  • A machine learning pipeline using Natural Language Processing (NLP) for text-based analysis
  • Multiple ML classifiers trained on historical job posting data
  • Flask-based web interface for user interaction and prediction

Advantages:

  • Automated, real-time detection of fake job posts
  • High classification accuracy using ensemble ML techniques
  • Scalable and adaptive to new data
  • Protects users from scams and identity theft

Modules

  1. Data Pre-processing Module
    • Cleans and prepares data by handling missing values and irrelevant features
  2. Feature Extraction Module
    • Applies TF-IDF to convert job descriptions into numerical vectors
  3. Model Training Module
    • Trains multiple models (Naive Bayes, SVM, Random Forest, etc.) on labeled data
  4. Prediction Module
    • Provides predictions for new job posts through the trained models
  5. Visualization & Analysis Module
    • Displays confusion matrix, accuracy graphs, and classification reports
  6. Web Interface Module (Flask)
    • Allows users to input job descriptions and get results

Algorithms / Models Used

  • Logistic Regression
  • Random Forest
  • Support Vector Machine (SVM)
  • Decision Tree
  • K-Nearest Neighbors (KNN)
  • Naive Bayes
  • TF-IDF Vectorization for text processing

Software Requirements

Component

Technology

Frontend

HTML, CSS, JavaScript

Backend

Python, Flask

Database (Optional for logging)

MySQL

Libraries

scikit-learn, pandas, matplotlib, joblib, seaborn

Hardware Requirements

Component

Specification

Processor

Intel i3 or above

RAM

4GB minimum

Storage

100MB (for dataset and models)

OS

Windows/Linux/Mac

Conclusion

The project successfully demonstrates the use of machine learning to detect fake job postings with high accuracy. By analyzing textual data from job advertisements, the system can proactively classify fraudulent content and prevent potential exploitation of job seekers. The implementation of multiple ML models provides comparative performance insights, with ensemble models like Random Forest and SVM showing the best results.

Future Enhancement

  • Integrate deep learning models (LSTM or BERT) for better contextual understanding
  • Build an alert system to flag suspicious postings automatically on job portals
  • Include user feedback loops to improve model retraining
  • Extend support for multi-language job postings
  • Add database integration for storing logs and user sessions

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AGRICULTURE LAND CLASSIFICATION USING DEEP LEARNING

AGRICULTURE LAND CLASSIFICATION USING DEEP LEARNING

Abstract

Land cover classification is a fundamental task in remote sensing used for mapping different types of land surfaces such as forests, urban areas, water bodies, and agricultural land. This project leverages deep learning, specifically the U-Net++ architecture with EfficientNet-B3 encoder, to accurately classify satellite images. A Flask-based web application enables users to upload satellite images and view segmented output along with land distribution analysis. The model also computes and visualizes the percentage coverage of each land category in a given image, facilitating better understanding and decision-making for environmental monitoring and land use planning.

Introduction

Monitoring and managing land resources is vital in the context of urbanization, agriculture, deforestation, and environmental sustainability. Satellite imagery, combined with advanced deep learning techniques, provides a scalable solution for automatic land cover classification. Traditional classification methods often require extensive manual efforts or lack precision. This project addresses these limitations by integrating a deep learning segmentation model (U-Net++) into a user-friendly web interface for real-time land classification and analysis.

Problem Statement

Conventional land cover classification techniques struggle with:

  • Inconsistent accuracy across varying landscapes
  • Lack of scalability for large-scale monitoring
  • Minimal interactivity and user engagement in existing tools

There is a need for an automated, accurate, and interactive system that classifies land cover from satellite imagery and provides analytical insights to support planning and monitoring.

Existing System and Its Disadvantages

Existing Systems:

  • Manual classification or semi-automated tools in GIS software
  • Traditional machine learning with handcrafted features
  • Open-source tools lacking interactivity or model flexibility

Disadvantages:

  • Require domain expertise and manual labeling
  • Lack adaptability to new or unseen landscapes
  • Minimal support for live image upload and result visualization
  • Poor performance in noisy or complex regions

Proposed System and Its Advantages

Proposed System: This project proposes a deep learning-based web platform using U-Net++ with EfficientNet-B3 encoder, capable of segmenting satellite images into land cover classes and visually displaying the results.

Advantages:

  • High accuracy through advanced CNN architecture
  • Fully automated segmentation with minimal human input
  • Interactive and easy-to-use web interface
  • Displays land class distribution and charts for visual analytics
  • Supports expansion with more datasets or models

Modules

  1. User Upload Module
    • Upload satellite images and ground truth masks
  2. Pre-processing Module
    • Normalize and resize images using Albumentations
  3. Model Inference Module
    • Predict segmented image using trained U-Net++ model
  4. Postprocessing Module
    • Apply color mapping and calculate land area percentage
  5. Visualization Module
    • Generate bar chart and display results
  6. Web Interface (Flask)
    • Render upload form and prediction results dynamically

Algorithm / Model Used

Model: U-Net++ with EfficientNet-B3 Encoder

  • Encoder: EfficientNet-B3 (pre-trained on ImageNet)
  • Decoder: Nested skip connections (U-Net++)
  • Output: 7-class pixel-wise segmentation
  • Framework: segmentation_models_pytorch

Workflow:

  1. Preprocess input using Albumentations
  2. Pass through U-Net++ for segmentation
  3. Map classes to RGB for visualization
  4. Count pixels for land distribution stats

Software Requirements

  • Python 3.x
  • Flask
  • PyTorch
  • segmentation-models-pytorch
  • OpenCV
  • Albumentations
  • Matplotlib
  • HTML/CSS (Jinja2 templating)

Hardware Requirements

  • GPU (optional but recommended for training)
  • Minimum 8 GB RAM
  • CPU with multi-threading
  • Storage for model and static files

Conclusion

This project successfully demonstrates the power of deep learning for satellite image analysis through land cover classification. The system combines an advanced segmentation model with an intuitive web interface, enabling users to gain insights into land distribution from satellite data. The classification results and area-based analysis empower planners, environmentalists, and researchers to make informed decisions.

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Innovative AI and Data Science Projects using Python

Empowering Innovation: AI, ML, DL, and Cyber security Projects for the Future

Project ID Project Name Domain Language
AR-001 Hybrid Image Protection System Using Invisible Watermarking Cyber security/ Image Processing and Security Python
AR-002 Agriculture Land Classification using Deep Learning Deep Learning Python
AR-003 TravelBot-HYD NLP and RNN Based Urban Trip Planner Deep Learning/NLP Python
AR-004 Hyderabad Navigator Chatbot: Intelligent Trip Planning Using NLP and Random Forest Machine Learning/NLP Python
AR-005 Cloth(Fabric) Defect Detection using deep learning and Market Integration Deep Learning Python
AR-006 Stroke Prediction Using Machine Learning Models With Flask And Mysql Integration Machine Learning Python
AR-007 EduAssist: AI-Powered College Enquiry Chatbot Machine Learning/NLP Python
AR-008 AI-Based Healthcare System for Disease Prediction Using CNN and XGBoost with Chatbot Assistance Artificial Intelligence Python
AR-009 Diabetic Retinopathy Detection Using CNN with Inception v2 and Inception v3 Deep Learning Python
AR-010 Automatic Video Dubbing for Indian Regional Languages Artificial Intelligence and Multimedia Processing Python
AR-011 SMS Spam Detection using Machine Learning Machine Learning Python
AR-012 Evaluation of Academic Performance of Students Machine Learning Python
AR-013 Real Time Face Emotions Recognition Artificial Intelligence Python
AR-014 Smart Student Attendance System Integrating QR Codes and Facial Recognition Artificial Intelligence Python
AR-015 Enhancing Image Clarity with GANs A Deep Learning Approach to Super Resolution Deep Learning Python
AR-016 Detect Potato Disease A Deep Learning Approach for Early Detection of Potato Leaf Diseases Deep Learning Python
AR-017 Malaria Detection Using CNN Integrated with an Interactive Chatbot System Deep Learning/NLP Python
AR-018 Measuring Semantic Textual Similarity Using TF-IDF and Cosine Similarity Natural Language Processing  Python
AR-019 Dual-Mode Text Similarity Checker using TF-IDF and GloVe Embeddings in Flask Natural Language Processing  Python
AR-020 Videozen – Protecting Videos with Encryption and Decryption Using a Combination of Blowfish and AES for Security Cybersecurity / Information Security Python
AR-021 PhishNet Detecting Phishing URLs Using Convolutional Neural Networks Deep Learning/CNN Python
AR-022 DeepSpam Neural Network Approach to Detect Spam in YouTube Comments Artificial Neural Network Python
AR-023 SmartLand Real-Time Satellite Image Segmentation and Classification Using YOLOv8 for Sustainable Land Monitoring Deep Learning/YOLO Python
AR-024 DeepPhish Machine Learning Solutions for URL-Based Phishing Detection Machine Learning Python
AR-025 GetStego An Intelligent Web-Based Multimedia Steganography System for Secure Communication Cybersecurity and Information Security Python
AR-026 AI4Jobs A Machine Learning Framework for Fake Recruitment Detection in Online Portals Machine Learning Python
AR-027 Air Canvas Virtual Brushes in the Wind Using Python and OpenCV Artificial Intelligence Python
AR-028 LandMarkAI YOLOv8-Based Satellite Image Analysis for Sustainable Growth Deep Learning Python
AR-029 FitMind AI-Based Fitness and Mental Wellness Recommendation System with Chatbot Support Artificial Intelligence Python
AR-030 Rainfall Prediction Using Ensemble Learning Ensemble Learning Python
AR-031 AI-Based Skin Disease Detection and Patient Engagement System Deep Learning Python
AR-032 Early detection and classification of Alzheimer’s using Machine Learning Machine Learning Python
AR-033 Classification of Surya Namaskar Yoga Asana using Convolutional Neural Networks (CNN) Deep Learning Python
AR-034 Email Spam Detection Using Deep Learning Deep Learning Python
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Advanced AI/ML Data Science Projects 2025

ADVANCED PYTHON Based DATA SCIENCE PROJECTS on MACHINE LEARNING, ARTIFICIAL INTELLIGENCE, DEEP LEARNING, CYBER SECURITY & GENERATIVE AI

  1. Automated Emerging Cyber Threat Identification and Profiling Based on Natural Language Processing
  2. A Deep Attentive Multimodal Learning Approach for Disaster Identification From Social Media Posts
  3. Heart Disease Identification Method Using Machine Learning Classification in E-Healthcare
  4. LiDA: Language-Independent Data Augmentation for Text Classification
  5. Phishing Detection System Through Hybrid Machine Learning Based on URL
  6. DeepSide A Deep Learning Framework for Drug Side Effect Prediction
  7. ROAD The Road Event Awareness Dataset for Autonomous Driving
  8. PregBot :A System Based on ML and NLP for Supporting Women and Families during Pregnancy
  9. Parkinson’s Disease Detection Using Machine Learning
  10. Automated Detection of Cardiac Arrhythmia using Recurrent Neural Network
  11. An Efficient Spam Detection Technique for IoT Devices using Machine Learning
  12. Multi Class Stress Detection Through Heart Rate Variability A Deep Neural Network Based Study
  13. Web-Based Music Genre Classification for Timeline Song Visualization and Analysis
  14. Unsupervised Machine Learning for Managing Safety Accidents in Railway Stations
  15. A Novel Approach for Disaster Victim Detection Under Debris Environments Using Decision Tree Algorithms With Deep Learning Features
  16. Price Negotiating Chabot with Text & Voice on E-commerce website
  17. Malicious URL Detection based on Machine Learning
  18. Deep fake Detection: A Systematic Literature Review
  19. DEARNN A Hybrid Deep Learning Approach for Cyberbullying Detection in Twitter Social Media Platform
  20. Security of Cyber Physical Systems: Design of a Security Supervisor to Thwart Attacks
  21. A Deep Learning Based Efficient Firearms Monitoring Technique for Building Secure Smart Cities
  22. Automated Android Malware Detection Using Optimal Ensemble Learning Approach for Cyber security
  23. Child Mortality prediction using Machine Learning Techniques
  24. Improving Shopping Mall Revenue by Real Time Customized Digital Coupon Issuance
  25. Predicting Behavior Change in Students With Special Education Needs Using Multimodal Learning Analytics
  26. Predicting Brain Age Using Machine Learning Algorithms: A Comprehensive Evaluation
  27. Predicting Hourly Boarding Demand of Bus Passengers Using Imbalanced Records From Smart Cards A Deep Learning Approach
  28. Prediction of Air Pollution by using Machine Learning Algorithm
  29. Privilege Escalation Attack Detection and Mitigation in Cloud Using Machine Learning
  30. Propounding First Artificial Intelligence Approach for Predicting Robbery Behavior
  31. The Influence of Artificial Intelligence on E-Governance and Cyber security in Smart Cities
  32. WaterNet A Network for Monitoring and Assessing Water Quality for Drinking and Irrigation Purposes
  33. Human Action Recognition from depth maps and Postures using Deep Learning
  34. Abnormal Traffic Detection Based on Attention and Big Step Convolution
  35. Behavior Analysis For Mentally Affected People
  36. Explainable Artificial Intelligence for Patient Safety A Review of Application
  37. Personalized Federated Learning for In-Hospital Mortality Prediction of Multi-Center ICU
  38. RFCNN Traffic Accident Severity Prediction Based on Decision Level Fusion of Machine and Deep Learning Model
  39. Water Quality Monitoring & Forecasting System
  40. Fake Profile Identification in Social Network using Machine Learning and NLP
  41. Fighting Money Laundering With Statistics and Machine Learning
  42. Malware Detection A Framework for Reverse Engineered Android Applications through Machine Learning Algorithms
  43. Optimal Ambulance Positioning for Road Accidents With Deep Embedded Clustering
  44. Phish Catcher Client-Side Defense Against Web Spoofing Attacks Using Machine Learning
  45. A Novel Approach to Improve Software Defect Prediction Accuracy Using Machine Learning
  46. BlockChain Based Federated Learning With SMPC Model Verification Against Poisoning Attack
  47. Effective Software Effort Estimation Leveraging Machine Learning for Digital Transformation
  48. A Multi-perspective Fraud Detection Method for Multi-Participant E-commerce Transactions
  49. Creating Alert Messages Based On Wild Animal Activity Detection Using Hybrid Deep Neural Networks
  50. Identifying Alcohol-Related Information From Unstructured Bilingual Clinical Notes With Multilingual Transformers
  51. Two Stage Job Title Identification System For Online Job Advertisements
  52. An Efficient Privacy Enhancing Cross Silo Federated Learning And Applications For False Data Injection Attack Detection In Smart Grids
  53. Thyroid Disease Prediction Using Machine Learning
  54. Suicidal Tendency Detection
  55. Identifying Student Profiles within Online Judge systems using Explainable Artificial Intelligence
  56. Trustworthy and Reliable Deep-Learning-Based Cyber-attack Detection in Industrial IoT
  57. Deep Learning Anti-Fraud Model for Internet Loan Where We Are Going
  58. Social Media and Misleading Information in a Democracy: A Mechanism Design Approach
  59. Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications
  60. Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning
  61. Crop Prediction Based on Characteristics of the Agricultural Environment Using Various Feature Selection Techniques and Classifiers
  62. EPilots A system to predict hard landing during the approach phase of commercial flights
  63. Predictive Analysis for Big Mart Sales Using Machine Learning Algorithms
  64. Campus Placements Prediction & Analysis using Machine Learning
  65. Prediction Of Used Car Prices Using Artificial Neural Networks And Machine Learning
  66. Trustworthiness Assessment of Users in Social Reviewing Systems
  67. Personality aware Product Recommendation System based on User Interests Mining and Meta path Discovery
  68. Cyber Threat Predictive Analytics for Improving Cyber Supply Chain Security
  69. Mining Fraudsters and Fraudulent Strategies in Large-Scale Mobile Social Networks
  70. Mitigating COVID-19 Transmission in Schools With Digital Contact Tracing
  71. A Machine Learning Approach For Opinion Mining Online Customer Reviews
  72. Prediction of Air Pollution by using Machine Learning Algorithm
  73. Detection of Fake and Clone accounts in Twitter using Classification and Distance Measure Algorithms
  74. A Spam Transformer Model for SMS Spam Detection
  75. A Student Attendance Management Method Based on Crowd sensing in Classroom Environment
  76. BullyNet Unmasking Cyberbullies on Social Networks
  77. Predicting Urban Water Quality With Ubiquitous Data – A Data-Driven Approach
  78. Credit Card Fraud Detection Using State-of-the-Art Machine Learning and Deep Learning Algorithms
  79. Machine Learning Based Heart Disease Prediction System
  80. Detection of Cyberbullying on Social Media Using Machine learning
  81. DFR-TSD: A Deep Learning Based Framework for Robust Traffic Sign Detection Under Challenging Weather Conditions
  82. TEEN: A Routing Protocol for Enhanced Efficiency in Wireless Sensor Networks
  83. RFCNN: Traffic Accident Severity Prediction Based on Decision Level Fusion of Machine and Deep Learning Model
  84. Machine Learning-Based Prototyping of Graphical User Interfaces for Mobile Apps
  85. Machine Learning for Real-Time Heart Disease Prediction
  86. DeepGrip: Cricket Bowling Delivery Detection with Superior CNN Architectures
  87. CSKG4APT: A Cyber security Knowledge Graph for Advanced Persistent Threat Organization Attribution
  88. Machine Learning-Based Analysis of Crypto Currency Market Financial Risk Management
  89. Machine Learning and End-to-end Deep Learning for the Detection of Chronic Heart Failure from Heart Sounds
  90. Joint Resource Allocation and Trajectory Optimization for Multi-UAV-Assisted Multi-Access Mobile Edge Computing
  91. Movie Success Prediction Using Naïve Bayes, Logistic Regression and Support Vector Machine
  92. Earthquake Early Warning (EEW) system; Machine learning; Earthquake Location
  93. Block Hunter Federated Learning for Cyber Threat Hunting in Block chain-based IIoT Networks
  94. Detection Of Thyroid Disorders Using Machine Learning Approach
  95. Social Media and Misleading Information in a Democracy: A Mechanism Design Approach
  96. Optimize The Storage Volume Using Data Mining Techniques
  97. Analysis of Women’s Safety in Indian Cities using Machine Learning on Tweets
  98. Feature-Level Rating System Using Customer Reviews and Review Votes
  99. Food Demand Forecasting Using Machine Learning and Statistical Analysis
  100. Strategic Improvements in Malls for Customers by Using Machine Learning
  101. Car Price Prediction Using Random Forest Regression Machine Learning
  102. Car Price Prediction Using Linear Regression Model in Machine Learning
  103. Face Recognition Attendance System Using Machine Learning
  104. Face Detection and Recognition for Criminal Identification System
  105. Cyberbullying Detection Using Machine Learning
  106. Rainfall Prediction Using Machine Learning
  107. Prediction Of Loan Eligibility of The Customer
  108. Driver Attentiveness Detection System with OpenCV Using Machine Learning
  109. Driver Sleep Detection and Alarming System Using Machine Learning
  110. A Data Mining Approach Combining K-Means Clustering with Bagging Neural Network Driver
  111. A Machine Learning-Based Lightweight Intrusion Detection System for The Internet of Things
  112. Chatbot Application Using Machine Learning
  113. Forensic Scanner Identification Using Machine Learning
  114. Prediction Of Student’s Performance Using Educational Data Mining
  115. Soil Moisture Retrieval Using Groundwater Dataset Using Machine Learning Algorithm
  116. Stock Market Analysis Using Machine Learning
  117. Stress Detection in It Professional by Image Processing and Machine Learning
  118. Driver Drowsiness Alert Detection Using Machine Learning
  119. Face Recognition Using Machine Learning
  120. Machine Learning to Detect Emotions in Real-Time Based on Facial Expressions
  121. Study Of Blockchain Technology in The Farmers Portal
  122. Travelsense: Personalized Travel Recommendation and Itinerary Planner
  123. Fake News Detection Using Machine Learning
  124. Car Parking Number Plate Detection Using Machine Learning
  125. Running Car Number Plate Detection System
  126. Crime Rate Prediction & Analysis Using K-Means Clustering Algorithm
  127. Detection Of Fake Job Recruitment Using Machine Learning Techniques
  128. After Capturing and Processing the Image for Authentication Using Machine Learning
  129. Crime Activity Detection Through Videos Using Machine Learning
  130. Real-Time Object Detection
  131. Real-Time Chatbot Assistant
  132. Advanced Image Captioning with Deep Learning
  133. Object Tracking Using Python from Video
  134. Detection Of Brain Stroke Disease Using Machine Learning
  135. Modeling And Predicting Cyber Hacking Breaches
  136. Detection Of Lung Cancer from Ct Image Using SVM Classification and 3D CNN On Lung Nodules Data Set
  137. Email Spam Filter Using Natural Language Process
  138. House Price Prediction Using Machine Learning
  139. SMS Spam Detector Using Machine Learning
  140. Detection Of Cyber Attacks in Network Using Machine Learning Techniques
  141. Currency Detection Using OpenCV in Machine Learning
  142. Emotion-Based Music Recommendation System
  143. Diagnosing Chronic Kidney Disease Using Hybrid Machine Learning Algorithms
  144. Image-Based Product Recommendation System
  145. Breast Cancer Detection Using Machine Learning
  146. Question Paper Generation System
  147. Comparison Of Machine Learning Algorithms for Predicting Crime Hotspots
  148. Image Encryption and Decryption Using 3DES Encryption
  149. File Encryption and Decryption or Using Cryptography and Tkinter
  150. Online Grocery Shopping System
  151. Hotel Management System
  152. Hospital Information Management System
  153. Text Recognition OCR with Tesseract and OpenCV
  154. Object Counting and Tracking with OpenCV and Python
  155. Eye Blinking Detection
  156. Count Vehicles on Images with OpenCV and Deep Learning
  157. Face Landmarks Detection – OpenCV with Python
  158. Add Watermark to Multiple Images with OpenCV and Python
  159. Face Swapping Detection Using OpenCV
  160. Road Lines Detection Hough Transform Using OpenCV
  161. Rental Bike Sharing Using Machine Learning
  162. Crop Recommendation (Smart Farming) Using Machine Learning
  163. Dall E Creating Images from Text Using OpenCV
  164. Multiple Disease Prediction System Using Machine Learning in Python
  165. Collaborative Filtering-Based Book Recommender System Using Machine Learning
  166. Flight Price Prediction Using Machine Learning
  167. Employee Salary Prediction Using Machine Learning
  168. Real-Time Stock Price Prediction and Market Analysis Using Machine Learning
  169. Enhancing Visual Intelligence: Streaming Object Detection and Recognition with Machine Learning in Image, Video, And OpenCV
  170. Online Course Recommendation System Using Machine Learning
  171. Automated Pest Detection Using Image Classification
  172. Traffic Rules Violations Detection System
  173. Handwriting Recognition System
  174. Characterizing And Predicting Early Reviewers for Effective Product Marketing on E-Commerce Websites
  175. Sentiment Analysis of Good reads Reviews Using Machine Learning
  176. Analyzing And estimating the IPL Winner Using Machine Learning
  177. Book Genre Classification Using Machine Learning
  178. Error Detection Credit Card Using Machine Learning
  179. Analyzing And estimating the IPL Winner Using Machine Learning
  180. Performance Analysis and Evaluation of Machine Learning Algorithms in Rainfall Prediction
  181. Artificial Intelligence-Based Fake Currency Detection System
  182. Evaluation Of Machine Learning Algorithms for The Detection of Fake Bank Currency
  183. Detecting The Movement of Objects with Webcam and Alert Using Machine Learning
  184. Currency Detection and Verification Using OpenCV
  185. Real Time Car Number Plate Detection Using OpenCV
  186. A Machine Learning Approach for Tracking and Predicting Student Performance in Degree Programs   
  187. 5g-Smart Diabetes Toward Personalized Diabetes Diagnosis with Healthcare Big Data Clouds
  188. Detection Of Lung Cancer from Ct Image Using SVM Classification And 3d CNN on Lung Nodules Data Set
  189. Automatic Age and Gender Classification
  190. Emotion-Based Music Player Using OpenCV
  191. Real Time Face Emotion Detection Using OpenCV in CNN Model
  192. Emotion Based Music Player Using Artificial Intelligence
  193. Block chain Based Certificate Validation
  194. Detection And Classification of Fruit Diseases Using Image Processing and Cloud Computing
  195. Personal Voice Assistant
  196. Smart Drug Recommendation and Disease Prediction System
  197. Drug Recommendation System Based on Sentiment Analysis of Drug Reviews Using Machine Learning
  198. Medicine Drugs Recommendation System Using Content-Based Filtering
  199. Face Mask Detection Using Tensor Flow and Kera’s
  200. Face Mask Detection System Using OpenCV- Streamlit App
  201. Fish Disease Detection Using Image Based Machine Learning Technique In Aquaculture
  202. Sign Language Detection Using Machine Learning
  203. Vehicles Speed Detection System Using OpenCV
  204. Speed Estimation and Number Plate Detection Using OpenCV
  205. Hand And Face Landmarks Detection Media pipe Using Artificial Intelligence
  206. Iris Mouse Or Eye Mouse Controlled Using OpenCV
  207. Beautify Using OpenCV
  208. Analysis And Prediction of Covid-19 Using Time Series Forecasting
  209. Analysis And Prediction of Occupational Accidents
  210. Artist Recommendation System Using Collaborative Filtering
  211. Biometric Steganography Using Mid Position Value Technique
  212. Classification Of Covid-19 Using Chest X-Ray
  213. Covid-19 Future Forecasting
  214. Covid19 Social Distance Monitoring System Using Yolo
  215. Credit Card Fraud Detection
  216. Detection Of Malicious Code Variants Based on Deep Learning
  217. Face To Emoji Using OpenCV and HaarCascade Classifier / Facial Expression Recognition Emoji
  218. Fusion Approach to Infrared and Visible Images
  219. Money Laundering Detection Using Machine Learning Methods
  220. Prediction Analysis Using Support Vector Machine in Cardiovascular Ailments
  221. Vehicle Pattern Recognition Using Machine Learning and Deep Learning to Predict Car Model
  222. A Hybrid Fuzzy Logic-based Deep Learning Approach for Fake Review Detection
  223. A Joint Multi-Task CNN for Cross-Age Face Recognition
  224. Advertisement Classification using machine learning
  225. Android malware detection using Machine learning techniques
  226. Artificial Intelligence and Internet of Things Enabled Disease Diagnosis Model for Smart Healthcare Systems
  227. Black Friday Sales Prediction Using ML
  228. Detection of Child Predators Cyber Harassers on Social Media
  229. Retinal Disease Prediction using Machine Learning
  230. Detection of fake online reviews using Supervised Learning and Non-Supervised Learning–JAVA
  231. Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms with Relief and LASSO Feature Selection Techniques
  232. Early detection and prediction of Alzheimer disease
  233. Desktop Voice Assistant
  234. Detection of Phishing Websites using Supervised Machine Learning Techniques
  235. Detection Phishing Websites using Machine Learning
  236. Plant disease detection and Classification Using ML
  237. Plant Species Health Detection Using AI
  238. Plagiarism Checker Using Flask
  239. Weapons Detection using OpenCV
  240. Depression Detection on Tweets Using Machine Learning
  241. Pan Card Tempering Detector
  242. EDA – Bank Loan Default Risk Analysis
  243. Artificial Intelligence and Internet of Things Enabled Disease Diagnosis Model for Smart Healthcare Systems
  244. Block chain for Secure EHRs Sharing of Mobile Cloud Based E-Health Systems
  245. Lip Reading using Neural Network and Deep learning
  246. Machine Learning Algorithm For Stroke Disease Classification
  247. Human Activity Recognition
  248. Using Deep Learning to Predict Plant Growth and Yield in Greenhouse Environments
  249. Estimating the price of houses using machine learning
  250. Semi Supervised Machine Learning Approach for DDoS detection
  251. Traffic Sign Detection And Recognition
  252. twitter sentiment analysis using machine learning
  253. Suicide tweet detection machine learning
  254. Passive Aggressive Classifier for Detection of Encrypted VPN
  255. Building Search Engine Using Machine Learning Technique
  256. Converging Block chain and Machine Learning for Healthcare
  257. Data Analysis by Web Scraping using Python
  258. A Corona Recognition Method Based on Visible Light Color and Machine Learning
  259. Machine Learning Approach to predict autism spectrum disorder
  260. Detection of Cyber Attack in Network Using Machine Learning Techniques
  261. Filtering Instagram Hashtags Through Crowd tagging and the HITS Algorithm
  262. Generating Cloud Monitors from Models to Secure Clouds
  263. Employee salary hike prediction using machine learning
  264. Crypto currency Price Analysis with Artificial Intelligence
  265. Cyber Threat Detection Based on Artificial Neural Networks Using Event Profiles
  266. Lifestyle Disease Prediction
  267. Software Defect Estimation Using Machine Learning Algorithms
  268. Characteristics & predicating early reviews for effective product marketing one commerce websites
  269. Analysis and Prediction of Industrial Accidents Using Machine Learning
  270. Facial Emotion Reorganization using CNN
  271. Detecting Mental Disorders in Social Media Through Emotional Patterns – The case of Anorexia and Depression
  272. Fake Account Detection using Machine Learning
  273. Use of Artificial Neural Networks to Identify Fake Profiles
  274. A Driving Decision Strategy (DDS) Based on Machine learning for an autonomous vehicle
  275. Fake Media Detection Based on Natural Language Processing and Block chain Approaches
  276. A Block chain based Autonomous Decentralized Online Social Network
  277. Quality Risk Analysis for Sustainable Smart Water Supply Using Data Perception
  278. Block chain-based Decentralized Authentication Modelling Scheme in Edge and IoT Environment
  279. A Machine Learning Model for Average Fuel Consumption in Heavy Vehicles.
  280. Predicting Stock Market Trends Using Machine Learning and Deep Learning Algorithms Via Continuous and Binary Data a Comparative Analysis
  281. Privacy Preserving Location Data Publishing: A Machine Learning Approach
  282. Spammer Detection And Fake User Identification On Social Network
  283. Face Recognition and Crime detection
  284. Hepatitis disease Prediction Using Machine Learning classification techniques
  285. Intrusion Detection System using KDD dataset and Deep learning methods
  286. Automating E-Government using AI
  287. Building Search Engine using Machine Learning Algorithm
  288. Breast Cancer Detection
  289. Customer Segmentation Using Clustering And Data Mining Techniques
  290. Comprehensive and Scalable Stock Market Analysis System using Python
  291. Detecting Spam Email with Machine Learning Optimized with Bio- Inspired Metaheuristic Algorithms
  292. Securing Data With Block Chain And Ai
  293. Automatic Identification Of Malaria-Infected Cells Using Deep Convolutional Neural Network
  294. Employee Block chain In Agriculture
  295. Decentralized Web Hosting Using Block chain
  296. Activity Minimization Of Misinformation Influence In Online Social Networks
  297. Biometric Information Recognition Using Artificial Intelligence Algorithms
  298. Employees Face Recognition System
  299. Eye Ball Cursor Movement Using OpenCV
  300. QR Code Based Attendance System Using Deep Learning
  301. Detection Of Fake News Through Implementation Of Data Science Application
  302. A Survey of Driving Safety with Sensing, Vehicular Communications, and Artificial Intelligence-Based Collision Avoidance
  303. Phishing Website Detection Using Machine Learning Algorithms
  304. Smart Health Consulting Online System Using Block chain
  305. Multi Disease Prediction Using Machine Learning
  306. Online Voting System Using Eye Matching Using Hamming Algorithm
  307. Suspicious Activity Detection Using Deep Learning
  308. Detection of Supra Ventricular Arrhythmia using LSTM, BI-LSTM & GRU
  309. A Deep Learning-Based Approach for Inappropriate Content Detection and Classification of YouTube Videos
  310. Block chain E-Voting Done Right: Privacy and Transparency with Public Block chain
  311. Digital Diary with Chatbot
  312. Body Fat Estimator
  313. Watermarking Images using Deep Learning
  314. Predict Zomato Restaurant Ratings
  315. Cricket Match Outcome Prediction Using Machine Learning
  316. Flight Delay Prediction with Error Calculation using Machine Learning
  317. Online Disease Detection and Prediction Analysis
  318. Electronic Voting Machine using Artificial Intelligence-AI_EVM
  319. Fake Marriage Profile Detection
  320. Biometric Information Recognition Using Artificial Intelligence
  321. Fake OR Real Face Detection using OpenCv
  322. Skin Cancer Detection Squamous Cell Carcinoma
  323. Intermediate Fasting Application
  324. Sentiment Analysis using Machine Learning and Flask App
  325. Vehicle Parking Lot Monitoring System using OpenCV
  326. Sentiment Analysis Django WebApp
  327. Garbage Classification using Convolutional Neural Network
  328. Real Time Vehicle Identification and Detection System Along with Vehicle Counting
  329. Enhancing Visual Intelligence Streaming Object Detection and Recognition with Machine Learning in Image, Video, and OpenCV
  330. Brain Stroke Prediction and Analysis of Machine Learning
  331. Heart Disease Prediction Using Machine Learning Algorithms
  332. Text Classification on Twitter Data
  333. An Efficient Approach for Interpretation of Indian Sign Language using Machine Learning
  334. Suspicious Activity Detection using Machine Learning
  335. Multi classifier interactive learning for ambiguous speech emotion recognition
  336. Image Understanding Through Deep Learning with Automatic Caption Generation
  337. Disease prediction in particular area or crop
  338. Helmet Detection using Machine Learning
  339. Healthcare-Multi Diseases Prediction Using ML
  340. Movie Recommendation System Using Machine Learning
  341. Farming Made Easy using Machine Learning
  342. Campus Placement Prediction using Machine Learning
  343. Estimate Distance from the camera for detected faces
  344. Human Stress Detection in and through Sleep Using ML- (Smart Sleeping)
  345. Ingredients identification from the food image
  346. Recipe Generation from Food Image
  347. Diabetic Retinopathy Detection using CNN
  348. SMARTEDPRO: Integrated Smart Education Management System / Student Management System/College management System
  349. Blood Bank Management System
  350. Hospital Management System
  351. Library Management System
  352. Insurance Management System
  353. E-Learning Assessment
  354. Vehicle Service Management System
  355. Next-Generation Secure E-Commerce Platform / Online Shopping
  356. Integrated Educational Administration: A Comprehensive School Management System
  357. Robust Malware Detection For IOT Devices Using Deep Eigenspace Learning
  358. AI Driven Drug Interaction Prediction System
  359. Ai Powered Biomedical Image Analysis
  360. Ai-Enhanced Elderly Care Companion
  361. Hand Written Text Conversion Into Editable Digitable Format
  362. Evolution Of Deep Learning-Based Sequential Recommender Systems: From Current Trends To New Perspectives
  363. Fruit Disease Detection And Prevention Using Generative Adversarial Networks
  364. Brain Tumour Detection Using Deep Learning
  365. Epilots A System To Predict Hard Landing During The Approach Phase Of Commercial Flights
  366. Real Time Earthquake Early Warning System using Machine Learning
  367. Startup Success Prediction Using Machine Learning
  368. Development of Multilingual Video Dubbing Software for Indian Regional Languages
  369. Web Based Graphical Password Authentication System
  370. Web based turf playground booking hub
  371. Timetable Generation System
  372. QR Based Food Ordering System
  373. Stock Price Prediction using Twitter Dataset
  374. Depression Detection Using ECG
  375. Secure crypto-biometric system for cloud computing
  376. Audio to Sign Language Translator Using Python
  377. Predicting Accuracy of Players in the Cricket using Machine Learning
  378. Recovery Of Image Using One Dimensional Signal
  379. Early Detection of Cancer using AI
  380. Kidney Stone Detection using Ultrasound Images
  381. Parking Management System
  382. Toll System using Automatic Number Plate Detection
  383. Machine Learning Based Prediction Model for College Admission / Prediction of Admission in Engineering College
  384. Future of Loan Approvals with Explainable AI
  385. Al Powered Server Log Management Software
  386. Microwave Medical Image Segmentation for Brain Stroke Diagnosis: Imaging-Process-Informed Image Processing
  387. Two Factor Worm Detection Based on Signature & Anomaly
  388. Children ADHD Disease Detection using Pose Estimation Technique
  389. Exam Invigilation Duty
  390. IOT Based Smart Irrigation System using Reinforcement Learning
  391. Detecting Web Attacks with End-to-End Deep Learning
  392. Blockchain Traceability for Sustainable Agriculture
  393. Smart Farming: Crop Selection, Fertilizer Advice, Disease detection and prevention using Deep Learning
  394. Movie Recommendation System Using Sentiment Analysis From Microblogging
  395. Automated Resume Analysis & Skill Suggesting Website using NLP
  396. A Machine Learning Approach Using Statistical Models for Early Detection of Cardiac Arrest in Newborn Babies in the Cardiac Intensive Care Unit
  397. Artificial Intelligence Crime: An Overview of Malicious Use and Abuse of AI
  398. Discover Customers’ Gender From Online Shopping Behavior
  399. Flight Delay Prediction Based on Aviation Big Data and Machine Learning
  400. Predicting the Rice leaf diseases using CNN
  401. Prediction of Engineering branch selection for Inter Students
  402. A Measurement Approach for inline Intrusion Detection of Heartbleed-like Attacks in IoT Frameworks
  403. Emotion detection-based movie and music recommendation
  404. Fake Logo Detection
  405. Signature Verification System
  406. Auto capture Selfie by Detecting Smile
  407. Online Nursery Plant Shopping Website Python
  408. An experiment study for software quality prediction with machine learning
  409. HealthCare Chatbot
  410. Online Organic Health Food Store Project
  411. Online price comparison website python
  412. Text and image plagiarism detection
  413. Deep Learning Based Road Accident Detection System
  414. Station-Level Demand Prediction for Bike-Sharing System
  415. Personalized Travel Planning System
  416. Stock Price Prediction Using LSTM
  417. Smart Quiz: A Comprehensive Online Quiz Management System
  418. Indian Railway Booking System
  419. Online Fire Reporting System
  420. Online College Magazine
  421. Online Medicine Donation
  422. E-Diary Management System/ Smart Note Manager
  423. Gym Management System
  424. Loan Management System
  425. Online Banking System
  426. Vehicle Parking Management System
  427. Online Notes and Material Sharing
  428. Online Voting System
  429. Steganography For Text, Image, Audio And Video Using Python
  430. Network Intrusion Detection Using Supervised Machine Learning Technique With Feature Selection
  431. Auditorium booking web application using Python
  432. HDPM: An Effective Heart Disease Prediction Model for a Clinical Decision Support System
  433. Real Time Personalized Physiologically Based Stress Detection for Hazardous Operations
  434. Traffic Route Prediction
  435. Food Calorie Count Using Django
  436. Estimation of Nutrition Components
  437. Ground water Level Prediction Using Hybrid Random Forest And DCNN
  438. Crime Data Analysis and Prediction Using Decision Tree
  439. AI Based FAQ Chatbot with Voice Assistance
  440. An Online Learning Platform with Intelligent Tutoring using AI Components
  441. Liver Disease Prediction using GA features selection, Social Spider Optimization and CNN Classification
  442. Online Book Reselling System
  443. Secure Communication using DiffieHellman Key Exchange, AES & SHA for Data Integrity
  444. Vehicle 2 Vehicle Communication
  445. Image Gallery using Google Cloud
  446. Road Accident Severity & Hospital Recommendation using Deep Learning Techniques
  447. A Novel Web Attack Detection System for Internet of Things via Ensemble Classification
  448. Supermarket Basket Project
  449. Suicidal Ideation Detection A Review of Machine Learning Methods and Applications
  450. Food Tech BlockChain Using Python
  451. Crop Yield Prediction using Machine Learning Algorithm
  452. Attendance Capture System Using Face Recognition
  453. Tomato leaf disease detection
  454. Big Mart Sales Prediction Using Machine Learning
  455. Garbage Management System
  456. A Lightweight Convolutional Neural Network for Real-Time Facial Expression Detection
  457. SecureWeb: A Novel Machine Learning Methodology for Identifying Cross-Site Request Forgery Vulnerabilities
  458. Intelligent Bird Sound Recognition
  459. NSE Stock Monitoring & Prediction using Robotic Process Automation
  460. Chronic Kidney Disease Prediction using CNN, LSTM and Ensemble Model
  461. Deep Cross-modal Face Naming for People News Retrieval
  462. Grape Leaf Disease Identification using Machine Learning Techniques
  463. Campus Abnormal Behavior Recognition With Temporal Segment Transformers
  464. Explainable Artificial Intelligence for Patient Safety A Review of Application
  465. Federated Learning Based Face and Eye Blink Recognition
  466. Medilink One Health One Card
  467. Navigating the Path to Academic Success
  468. PupilHeart: Heart Rate Variability Monitoring via Pupillary Fluctuations on Mobile Devices
  469. Real-time Traffic Surveillance and Detection using Deep Learning and Computer Vision Techniques
  470. Using Existing CCTV Network for Crowd Management, Crime Prevention & Work Monitoring using AI & ML
  471. A Systematic Review of Predicting Elections Based on Social Media Data
  472. Online College Magazine
  473. Groundwater Level Prediction Using Hybrid Artificial Neural Network with Genetic Algorithm
  474. Electricity Theft Detection In Power Grids With Deep Learning And Random Forests
  475. Doctor Appointment Booking System
  476. Epileptic Seizures Prediction Using Deep Learning Techniques
  477. Classification of Software Defined Network Traffic to Provide Quality of Service
  478. Lung Cancer Stages Prediction
  479. A Machine Learning Modelling for Bitcoin Market Price Prediction Based on the Long Short Term Memory Recurrent Neural Network
  480. Automatic Assessment of Communication Skill in Non-conventional Interview Settings: A Comparative Study
  481. Data Driven Energy Economy Prediction for Electric City Buses Using Machine Learning
  482. Detecting and Mitigating Botnet Attacks in Software-Defined Networks Using Deep Learning Techniques
  483. Privilege Escalation Attack Detection and Mitigation in Cloud Using Machine Learning
  484. An AI-Based Medical Chatbot Model for Infectious Disease Prediction
  485. Graph Convolutional Network-Based Model for Megacity Real Estate Valuation
  486. Efficient Email Phishing Detection Using Machine Learning
  487. Data Poisoning Attacks on Federated Machine Learning
  488. Representing Fine-Grained Co-Occurrences for Behavior-Based Fraud Detection in Online Payment Services
  489. GEFA Early Fusion Approach in Drug-Target Affinity Prediction
  490. Agricultural Land Image Classification Using Regression Neural Network and Compare with KNN for Feature Extraction
  491. MADNet: A Fast and Lightweight Network for Single-Image Super Resolution
  492. Classification of Diabetic Retinopathy Disease Levels by Extracting Topological Features Using Graph Neural Networks
  493. Detecting and Characterizing Extremist Reviewer Groups in Online Product Reviews
  494. Mammogram Detection Using Machine Learning
  495. Securing Data in the Image Using SHA & ECC
  496. Hashtag-Based Tweet Expansion for Improved Topic Modelling
  497. Nature-Based Prediction Model of Bug Reports Based on Ensemble Machine Learning Model
  498. Collaborative Filter Based Group Recommendation for Crowd funding
  499. Predictive Analysis of Medical Insurance Charges Using Linear Regression for Personalized Cost Estimation
  500. Image Forgery Detection using Machine Learning and CNN
  501. Smart Scene: Automated Captioning with Generative AI
  502. Automated Road Condition Classification for Pothole Detection Using Deep Learning
  503. Fingerprint Based Blood Group Identification / Automated Blood Group Detection
  504. Medical Insurance Premium Prediction With Machine Learning
  505. Integrated Quality Prediction Dashboard for Water, Air, and Wine
  506. Early Detection of Down Syndrome in Children Using Convolutional Neural Networks
  507. Email Spam Detection Using Machine Learning Algorithms
  508. Location prediction on Twitter using machine learning Techniques
  509. Virtual Mouse Operation Using Webcam
  510. Emotion Detection using Twitter Datasets and Spacy Algorithm
  511. Designing Secure and Efficient Biometric
  512. Water Quality Monitoring & Forecasting System
  513. Road Traffic Vehicle Detection and Tracking using Deep Learning with Custom-Collected and Public Datasets
  514. Vitamin Deficiency And Food Recommendation System Using Machine Learning
  515. DL-IDF: Deep Learning Based Intrusion Detection Framework in Industrial Internet of Things
  516. Classifying Soil Texture Using RBG Images In Uncontrolled Field Settings
  517. Smart Farming Fruit Disease Detection through Color, Texture Analysis, and Neural Networks
  518. Video captioning using Multi-model Attention-based Transformer Approach
  519. A Novel Approach to Predict Blood Group using Fingerprint Map Reading
  520. Chronic Diseases Prediction Using Machine Learning With Data Preprocessing Handling: A Critical Review
  521. A Lesion-Based Diabetic Retinopathy Detection Through Hybrid Deep Learning Model
  522. Analyzing Employee Retention Factors using Machine Learning
  523. Faculty Management System
  524. A Hybrid Network Analysis and Machine Learning Model for Enhanced Financial Distress Prediction
  525. Propounding First Artificial Intelligence Approach for Predicting Robbery Behavior Potential in an Indoor Security Camera
  526. Noise Reduction in Web Data A Learning ApproachBased on Dynamic User Interests
  527. A Forest Fire Identification Method for Unmanned Aerial Vehicle Monitoring Video Images
  528. Human Activity Recognition Using SmartPhone Data
  529. Automatic Detection of Genetic Diseases in Paediatric Age Using Pupillometry
  530. Detection of Stroke Disease using Machine Learning Algorithms
  531. Energy efficient teaching-learning-based optimization for the discrete routing problem in wireless sensor networks
  532. Classification of Oral Cancer Into Pre-Cancerous Stages From White Light Images Using LightGBM Algorithm
  533. Applying Machine Learning Algorithms for the Classification of Sleep Disorders
  534. The Short Video Popularity Prediction Using Internet of Things and Deep Learning
  535. Short-Term Arrival Delay Time Prediction in Freight Rail Operations Using Data-Driven Models
  536. Human Stress Detection Based on Sleeping Habits
  537. Detection of Malicious Social Bots Using Learning Automata With URL Features in Twitter Network
  538. AUTOMATING E-GOVERNMENT SERVICES WITH MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE
  539. Lightweight Privacy Preserving Medical Diagnosis in Edge Computing
  540. Semantics of Data Mining Services in Cloud Computing
  541. Image segmentation on satellite images
  542. Enhancing Image Clarity with GANs A Deep Learning Approach to Super-Resolution
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Civil Geotechnical Engineering Projects List

Hi, These are the latest list of projects for partial fulfillment of the requirements for a Master of Technology or Master of Engineering in Civil Engineering with a specialization in Geotechnical Engineering.

Civil Geotechnical Engineering Projects List

  1. Improvement of retaining wall stability with geogrid reinforcement
  2. Slope stability assessment along NH-44
  3. Estimation of soil shear strength using machine learning
  4. Stabilization of kaolinite clay using groundnut shell ash and onion peel powder
  5. Stability analysis of fly ash-bottom ash mix embankment
  6. Stability analysis of cut slope on a road alignment
  7. Clayey soil stabilization using surkhi and plastic bottles
  8. Productivity of chemical stabilizers on expansive soil
  9. Design of tunnel using the New Austrian Tunnelling Method (NATM)
  10. Enhancement of soil properties using basalt fiber stabilization technique
  11. Stability of excavated slopes due to negative excess porewater pressure
  12. Geosynthetic encased stone column study using finite element approach
  13. Design and stability study of cantilever retaining wall using GEO-5 software
  14. Study of geotechnical properties of oil-contaminated soil
  15. Physical modeling of rainfall-induced landslide
  16. Geotechnical properties of different soils using spectroscopy technique
  17. Correlation between soil shear strength and water content ratio as a substitute for liquidity index
  18. Bearing capacity of clayey soil reinforced with geogrid
  19. Determination of Nϒ values through the model test on Yamuna sand and Badarpur sand
  20. Study of soil stabilization using Kota stone dust on black cotton soil
  21. Effect of fiber length on polyester fiber reinforced soil
  22. Soil moisture retrieval using microwave remote sensing
  23. Numerical modeling on slope stability
  24. Measurement of soil suction and soil water characteristic curve of unsaturated soils
  25. Interaction between pile and raft in piled raft foundation
  26. Shear strength parameters of Yamuna sand mixed with pond ash and lime
  27. Load carrying capacity of reinforced pond ash beds
  28. Influence of natural polymer on geotechnical behavior of silty sand
  29. Modification of soil properties using Bacillus Sphaericus
  30. Effect of microbially induced calcium carbonate precipitation (MICP) using Bacillus Clausii
  31. Stabilization of black cotton soil with lime and stone dust
  32. Numerical modeling of piled raft foundation
  33. Parametric study of embankment stability
  34. Relationship between compactive effort, hydraulic conductivity, and shear strength of compacted soils
  35. Rapid visual screening of different types of structures
  36. Dilatancy of silty sand at varied densities
  37. Geotechnical behavior of pond ash mixed with marble slurry dust and lime
  38. Geotechnical characterization of some Indian rocks
  39. Establishment of an earthquake engineering laboratory
  40. Study of groundwater contamination due to landfills
  41. Comparative study of different landfill liner materials
  42. Shear and dilation behavior of rock joints
  43. Experimental determination of mechanical properties of construction waste
  44. Shear strength of sand reinforced with randomly distributed polypropylene fibers
  45. Effect of the configuration of RCC building subjected to seismic loading
  46. Geotechnical behavior of randomly oriented fiber-reinforced pond ashes for road construction
  47. Cyclic pile load test on model piles in sand
  48. Stabilization of black cotton soil with lime and stone dust
  49. Geotechnical properties of waste materials for road construction
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Biotechnology Projects for B.Sc, M.Sc & M.Tech

These are the Bio Technology Projects Titles for M.Tech/M.Sc/B.Sc Bio-Technology Students. These projects can be useful for Department of Biotechnology and Bioinformatics Students.

Here is a list of topics related to the fields of biology and biotechnology:

Bio Technology Projects

  1. Examining Protein Aggregation and Toxicity through the Cloning of TTR-GFP in a Yeast Vector
  2. Investigating Embryo Rescue Techniques in Grape Cultivation
  3. Investigating the Neuroprotective Properties of Withania Somnifera Root Extract in Mouse Models of Maneb-Paraquat Parkinsonism
  4. An Overview of the Working Principles and Applications of Analytical Instruments
  5. Standardizing the Preparation of Sweet and Sour Soybean Pickle
  6. Developing a Nutraceutical Supplement for Pregnant Women
  7. The Benefits of Tissue Culture in Horticultural Practices
  8. Improving the Specific Activity of Carboxyl Esterase for Drug Metabolism in Brain Tumor Cell Lines through Structural Modification with Lithium
  9. Investigating the Effects of Zinc Oxide and Silver Nanoparticles on Biological Systems
  10. Understanding the Mechanisms of Multidrug Resistance in Bacterial Pathogens.
  11. An Exploration of Municipal Solid Waste Biogas Production and its Upgradation Through Cost-Effective Methods
  12. Investigating Non-Invasive Prenatal Genetic Testing in the European Market
  13. Assessing Antifungal Drug Sensitivity to Aspergillus Terreus and Aspergillus Flavus
  14. Utilizing Biochar for Wastewater Treatment and Valuable Product Recovery
  15. The Potential of Biochar for Capturing and Storing Carbon Dioxide (CO2)
  16. Examining the Mechanisms, Tolerance, and Treatment of Hospital-Acquired Infections Caused by Biofilm
  17. A Study on the Production of Biogas Using Co-digestion of Apple Pomace and Pine Needles
  18. Bioleaching of Gold and Silver from Mobile Phone Printed Circuit Boards (MPPCBs) Using Pseudomonas Balearica SAE1
  19. Understanding Biosimilars and Biosimilarity Identification
  20. A Market Analysis of Cell Therapy Manufacturing.
  21. An Assessment of Bio-similar Drugs for Treating Auto-Immune Disorders in the European Market
  22. Bio-similar Comparison for Treating Auto-Immune Disorders in the European Market
  23. Computational Analysis of Podophyllum Species and Scientific Validation of Medicinal and Aromatic Plants
  24. Computational and Experimental Study of Alzheimer’s Disease Pathways with Emphasis on DNA Repair and Autophagy
  25. Constructing an Anti-sense Knockout Mutant of Mycobacterium Fortuitum LipU and Its In-silico Analysis of Pathogenesis
  26. Domestic System-based Cultivation of Agricus Biporus
  27. Identifying the Genes Responsible for Quorum Sensing in Cronobacter Sakazakii
  28. Enzymatic Conversion of Mustard Oil into Bio-jet Fuel
  29. Testing Commercial Probiotics against Cronobacter Sakazakii
  30. Exploring High Temperature Stress Responsive Genes in Potato During Tuberization Using Yeast Functional Screening.
  31. Purification and Application of Cas12 (Lbcpf1) in Detection of Tomato Leaf Curl New Delhi Virus-Potato
  32. Genetic Expression Analysis of Rhodiola Imbricata for Production and Biosynthesis of Medicinal Compounds
  33. Fabrication of Microfluidic Devices using 3D Printing Technology
  34. Development and Testing of Soft Gelatin Capsules
  35. Assessment of Functional Properties of Soymilk Protein Hydrolysate
  36. Global Market Study of Therapeutic Vaccines
  37. Structural and Functional Analysis of Glucose Transporters and Their Role in Glucose Transport
  38. College Campus Ground Survey Using Plane Table Method
  39. Ground Survey Using Dumpy Level Instrument
  40. Ground Survey Utilizing Prismatic Compass Technique.
  41. Allergen Analysis of Pomfret Fish
  42. Predictive Analysis of Potential Drug Targets and Molecules for Campylobacter Jejuni
  43. Structural and Functional Analysis of Bacillus Megaterium Arginase through Computational Methods
  44. In-Silico Investigation of Bacillus megaterium Asparaginase Functionality by Manisha Thakur
  45. Computer-based Analysis of Commercially and Medicinally Significant Phytochemicals in Bauhinia Variegata
  46. Exploring the Therapeutic Potential of Mushroom Products in the Fight Against COVID-19
  47. The Effect of Quercetin and Rutin on Behavioral Dysfunctions Associated with Diabetes in Swiss Albino Mice
  48. Isolation and Identification of Carbonic Anhydrase-Producing Bacterial Strains for CO2 Utilization
  49. Management of Arteriosclerosis in the United States
  50. Systematic Review of the TNF-α -308 G/A Polymorphism’s Role in Genetic Vulnerability to Vitiligo.
  51. Estimating Methane Emissions from Apple Pomace
  52. Micropropagation and Molecular Characterization of Picrorhiza Kurroa Chemotypes for Picroside-1 Production
  53. Microencapsulating Probiotics with Milk-based Extrusion Method
  54. Exploring Extremophilic Microbial Communities in Himachal Pradesh
  55. Characterizing Rhodiola Imbricata for Biosynthesis of Salidroside and Rosavin
  56. Monitoring Fecal Coliform Bacteria and Plant Growth Promotion
  57. Determining the Longitudinal Profile of Mula River using Dumpy Level
  58. Studying the Role of Serpini1 Gene in Alzheimer’s Disease through Mutational, Docking, and Simulation Studies and its Experimental Assay with Ascorbic Acid
  59. Biogenic Synthesis of Noble Metal Nanoparticles using Natural Saccharides and their Applications in Biomedical Sciences
  60. Optimizing the Hardening Conditions for Rhodiola Imbricata and Valeriana Jatamansi.
  61. Optimizing Metal Leaching Bacteria through In Silico Analysis of Protein Expression and Pathways
  62. In Vitro Studies on the Overexpression of Isocitrate Lyase in Mycobacterium Fortuitum
  63. Development and Characterization of Phytase Supplement for Aquafeed from Bacillus Spp.
  64. Quantifying Rare Phytochemicals in Arisaema propinquum
  65. Food Beverage and Product Preparation
  66. Characterizing Esterase Producing Bacterial Strains for Production
  67. Enhancing Nutritional Content in Sauerkraut and Evaluating its Production
  68. Enhancing Nutritional Value in Tempeh: Production and Evaluation
  69. Molecular Characterization of Gentiopicroside in Gentiana kurroo and Swertia chirata
  70. Biopolymer Production from Food Waste.
  71. Utilizing Phytochemicals to Combat Mycotoxin-Producing Aspergilli and Penicillium Species: Recent Trends
  72. Investigating the Role of the SNP Rs510432 of the ATG5 Gene in Asthma Susceptibility
  73. Examining the Association of TYR Gene Variants with Vitiligo in the Himachal Pradesh Population
  74. Characterizing Lignocellulosic Enzymes from Thermophilic Bacterial Isolates in the Anaerobic System
  75. Discovering Potent Natural Compounds for Disinfection
  76. Assessing the Wound Healing Potential of Phytochemicals from Azadirachta Indica and Curcuma Longa using Cell Line-Based Assays
  77. Investigating the Role of the Trem2 Gene in Alzheimer’s Disease through Structural, Functional, and Evolutionary Mutational Analysis
  78. The Role of Chemical Disinfectants as Antimicrobials
  79. Examining the Degradation Kinetics of Wheat and Barley Proteins by Actobacillus paracasei CD4
  80. Evaluating Natural Antimicrobial Compounds Against Bacterial Isolates
  81. Characterizing Quercetin-Loaded Polycaprolactone Microparticles
  82. Analyzing the Potential Effect of Copper Nanoparticles on Drosophila melanogaster through Green Synthesis of Copper Nanoparticles
  83. Synthesizing and Investigating the Application of Silver Nanoparticles in Catalysis
  84. Synthesizing, Characterizing, and Evaluating the Cytotoxicity of the Short Cationic Lipopeptide Lp24
  85. Enhancing the Efficacy of Vitamin D2 on Cell Lines Using Cissus Quadrangularis
  86. Investigating the Interactions of EGFR in Non-Small Cell Lung Cancer Using Virtual Screening and Molecular Docking of Protein Ligands.
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Civil Engineering Construction Management Projects

Hi, These are the latest projects for partial fulfillment of the requirements for a Master of Technology or Master of Engineering in Civil Engineering with a specialization in Infrastructure Engineering and Construction Management.

Infrastructure Engineering & Construction Management Projects

  1. The Integration of Drone Technology in Civil Engineering
  2. Highway Alignment Analysis Using Openroads Software
  3. Implementing Green Construction Technology in Construction Projects
  4. Investigating the Impact of Factors on Labor Productivity in Hilly Regions
  5. Assessing Delays in Construction Projects
  6. Planning and Timetabling a Significant Building Project
  7. The Effect of Waste Materials on Bituminous Mixture Characteristics
  8. Analyzing Challenges Experienced by Female Construction Workers During Covid-19
  9. Innovative Approaches in Air Transportation: The Concept of a Green Airport
  10. Advancements in Concrete Technology: High-Strength Concrete with Self-Healing Properties
  11. Adopting Sustainable Construction Methods for Existing Structures and Evaluating its Impact on Ratings
  12. Improving Highway Project Efficiency through Lean Construction
  13. Key Risks in Road Projects in India
  14. Enhancing Construction Management of Delayed Projects using BIM and Rescheduling with Primavera
  15. Predicting the Safety of Infrastructure Projects through MATLAB Neural Networks
  16. Identifying and Managing Risks in Building and Infrastructure Projects
  17. Managing Risks in Highway Projects
  18. Scheduling and Cost Analysis of Underground Works in Hydroelectric Projects
  19. Timetabling Repetitive Non-Serial Activities of Multi-Storey Parking and Cost Estimation
  20. Modeling an Intersection Using PTV VISSIM
  21. Examining the Factors that Influence Highway Widening Projects in Hilly Areas
  22. Analyzing Labor Productivity in Construction Projects in India
  23. Improving Labor Productivity in Hilly Terrain in Construction Projects
  24. Investigating the Strength and Durability of Recycled Aggregate Concrete
  25. Evaluating the Success and Failure of Hydropower Projects
  26. Time and Cost Contingency Assessment and Analysis
  27. Optimizing Time Delay and Cost Overrun Analysis in Construction Projects using Genetic Algorithms
  28. Analysing Time Delays in Road Construction Projects
  29. Utilizing Waste Material in Cool Pavement Construction
  30. Identifying the Most Significant Delaying Factors in Hilly Road Construction
  31. The Use of Waste Material in Concrete for Rigid Pavement Construction
  32. Understanding the Factors that Affect the Compressive Strength of Geopolymer Concrete
  33. Time Contingency Analysis for Construction Projects
  34. Comparing Accidents on Dam and Highway Construction Sites
  35. Examining the Feasibility of the Public-Private Partnership Model for Dam Construction
  36. Computing the Height of Lift and Placement Frequency in Concrete Dam using FEA
  37. Designing and Scheduling a Significant Building Project
  38. Developing a Whole Life Cost Model for Road Tunnels
  39. Comparing the Life Cycle Costs of Normal and Green Buildings
  40. Investigating the Mechanical Properties of Porous Lightweight Concrete
  41. Mix Design and Factors Affecting the Strength of Pervious Concrete
  42. Timetabling Repetitive Non-Serial Activities of Multi-Storey Parking and Cost Estimation
  43. Designing Shimla as a Smart City through Smart Solutions
  44. Investigating the Factors Influencing Highway Widening Projects in Hilly Areas.
  45. Challenges in Preserving Historical Structures: Material Considerations
  46. Minimizing Construction Waste through Lean Integrated Project Delivery: A Development of Interpretive Structural Model
  47. Real-Time Monitoring of Ready Mixed Concrete Delivery with an Integrated Navigation System
  48. Reducing the Delivery Time of Ready Mixed Concrete Through Particles Swarm Optimization (PSO)
  49. Textile Wastewater Treatment by Zero-Valent Aluminium Based Advanced Oxidation Processes and Fe/Al catalyzed Advanced Oxidation Processes
  50. Development of Interpretive Structural Model for Challenges in Precast Construction for Indian Infrastructure Project
  51. Assessment o the Physical Space Utilization and Land Use for Healthcare Facilities
  52. Evaluating Capacity and Delay for Signalized Arterials with Freight Deliveries
  53. Application of Failure Mode and Effect Analysis (FMEA) as Risk Management Tool
  54. Impact of Roof Garden on Annual Building Cooling Load
  55. Social Benefit-Cost Ratio Analysis (SBCA) and Life Cycle Cost (LCC) Analysis for Sustainable Transportation Project
  56. Mode Choice Behavior in Urban Travel
  57. Application of 6D BIM in Designing of Energy Efficient Building
  58. Assessment of Educational Infrastructure Requirement for Ahmadabad Region
  59. Development of Geotechnical Site Characterization Model for Ahmedabad City
  60. Performance Analysis and Comparison of Fixed Time Traffic Control System and Adaptive Traffic Control System
  61. Lcc for Affordable Housing Using Supplementary Chementitious Materials
  62. Life Cycle Costing Analysis of Municipal Solid Waste to Energy Techniques
  63. Analysing the Impact of Building Orientation and Lighting Sensors on Annual Lighting Load
  64. Application of Genetic Algorithm for Scheduling Transit Mixer Delivery of Ready Mixed Concrete (RMC)
  65. Application of Genetic Algorithm for Resource Optimization of Precast Construction
  66. Comparison Between Suitability of Flexible Pavement and Rigid Pavement
  67. Development of Output and Performance Based Road Contract (OPRC) Model for Maintenance and Management of Roads
  68. Development of Red Light Violation Detection System for Heterogeneous Traffic.

Contact Us for more details about these Construction Management Projects

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Civil Structural Engineering Projects

Welcome to 1000 Projects Civil Engineering Projects Section. Here We Provide a Complete Civil Engineering Master Of Technology (M.tech)/B.Tech Projects With a Specialization In Structural Engineering.

These are the below Civil Structural Projects available. Call or Mail us for more details about these B.E/B.Tech / M.E/M.Tech Projects

  1. Analysis of Jacketed Reinforced Concrete Columns under Axial Load using Finite Element Method
  2. Dynamic Evaluation of Reinforced Concrete Frames with Infill Subjected to Blast Loading according to IS 4991-1968
  3. Finite Element Modelling of Reinforced Concrete Building Structures
  4. Parametric Investigation of Water Tank Design using Genetic Algorithms
  5. Impact of Shear Wall Placement on Lateral Load Performance of Building Frames
  6. Examination of Structural Behavior of Cable-Stayed Bridges with Different Deck Profiles
  7. Design and Analysis of Affordable Multi-Story Buildings using STAAD Pro
  8. Modelling, Analysis, and Design of Residential Multi-Story Buildings
  9. Seismic Analysis of Multi-Story Buildings with Symmetrical Plans in Earthquake Zones III
  10. Analysis and Design of Water Storage Tanks.
  11. Seismic Response Investigation of Multi-Story Buildings
  12. Analysis of Piled Raft Foundations with a Geo-Structural Approach
  13. Experimental Study of Concrete-Filled Unplasticized Polyvinyl Chloride (UPVC) Tubes
  14. Comparison of Analysis and Design between a Composite Structure and a Reinforced Concrete and Steel Structure
  15. Comparative Study of Optimizing the Super-Structural Design of Multi-Story Reinforced Concrete Buildings
  16. Comparison of Seismic Performance in Irregular Reinforced Concrete Buildings
  17. Design and Analysis of a G+12 Building with and without Floating Columns
  18. Assessment of Progressive Collapse of Reinforced Concrete Frames using Non-Linear Dynamic Approach
  19. Non-Linear Time History Analysis of Tall Buildings with Mass, Stiffness, and Vertical Irregularities
  20. Analysis and Design of Cooling Towers using STAAD Pro and ETABS
  21. Design and Analysis of Composite Steel Girders for Road Bridges
  22. Analysis of Box Culverts with Different Aspect Ratios of Cells
  23. Outrigger Structural System Analysis
  24. Analysis of Multistable Structures using Commercial Software
  25. Comparative Analytical Study of Seismic Response in Steel, Concrete, and Composite Buildings
  26. Analysis of Durability Parameters of Geopolymer Concrete using Ground Granulated Blast Furnace Slag (GGBFS)
  27. Analysis of Piled Raft Foundations on Winkler’s Linear Spring Bed using SAP2000 with Piles Modeled as Nonlinear Springs and T-Z Approach
  28. Comparative Analytical Study of Seismic Response and Cost of Multi-Story (G+12) Reinforced Concrete, Steel, and Steel-Concrete Composite Buildings.
  29. Analyzing the Impact Loading Response of Reinforced Concrete Frames with Finite Element Analysis
  30. Examining the Buckling Behavior of Self-Stressed Concrete Columns Reinforced with PVA through Finite Element Analysis
  31. Assessing and Improving the Durability of Concrete Structures
  32. Evaluating the In-Situ Compressive Strength of Concrete with Brick Chips using the CAPO Test
  33. Comparing Structures with Different Infill Materials using ETABS
  34. Investigating the Flexural Behavior of RC Beams Strengthened with FRP
  35. Studying the Strength and Durability Properties of Steel Fiber Reinforced Self-Compacting Concrete
  36. Upgrading Corrosion-Damaged FRCM Structures through Retrofitting
  37. Utilizing Alkali Resistant Glass Fibers in Concrete
  38. Enhancing Concrete with Alkali Resistant Glass Fiber
  39. Designing RCC Bridges for Resilience against Flash Floods
  40. Developing Ultra High-Performance Concrete for High Strain Rate Impact Resistance
  41. Experimenting with Permeable Concrete using Recycled Aggregates
  42. Analyzing the Failure Mechanism of Steel-Concrete Composite Interface with Finite Element Analysis
  43. Assessing the Stability of Precast Retaining Walls with a Performance-Based Finite Element Approach
  44. Enhancing Confinement and Ductility of Circular Columns
  45. Investigating the Influence of Nano Silica and Nano Alumina on the Packing Density of Cement Paste.
  46. Simulating the Penetration of Projectiles on Concrete Panels Using Abaqus
  47. Investigating the Effects of Changing Box Cell Configuration in Double Box Cell Type Bridges
  48. Evaluating the Performance of Steel-Concrete Composite Bonded Specimens Under Slant Shear Loads
  49. Designing Multi-Storeyed Buildings Based on Performance
  50. Real-Time Monitoring of Steel Bar Corrosion in Concrete Using Piezoelectric Sensors
  51. Analyzing and Retrofitting RCC Buildings for Seismic Resistance Using Various Techniques
  52. Assessing Seismic Performance of RCC Box Girder Bridges with Different Support Conditions
  53. Analyzing the Stability of a Gravity Dam Using MATLAB Programming
  54. Examining Stress Concentration Issues in Girder Bridges
  55. Studying the Seismic Response of Horizontally Curved Bridges with Skewed Abutments
  56. Investigating Cost-Efficiency of Buildings in Different Indian Geographical Locations by Utilizing Concrete Wastes
  57. Analyzing the Types, Behaviors, and Designs of Retaining Wall Structures with Software
  58. Testing and Utilizing Concrete Block Technology Materials
  59. Utilizing Waste Foundry Sand in Concrete Paver Blocks
  60. Investigating the Remedies and Effects of Floods on Bricks and AAC Block Walls in Residential Buildings
  61. Seismically Analyzing Floating Column Buildings
  62. Examining Aerodynamic Instabilities in Cluster Buildings
  63. Optimizing Truss Bridge Cost through Analysis and Use of Hollow Sections
  64. Comparing the Nonlinear Finite Element Analysis of Square and Circular Steel Base Plates on Leveling Nuts using ANSYS
  65. Studying the Effect of Nano Silica and Nano Alumina on Ultra High-Performance Concrete
  66. Investigating the Effects of Corrosion on Reinforced Concrete with Steel Fiber and Mineral Admixture Additions
  67. Performing Finite Element Analysis of a Beam with a Corrugated Web for a Jib Crane
  68. Examining the Mechanical Behaviors of Confined Circular Columns
  69. Investigating the Mechanical Behaviors of Rectangular Beams
  70. Analyzing the Multi-Support Excitation of Steel I Girder Bridges Under Spatially Varied Earthquake Ground Motions
  71. Modeling Concrete’s Response to Blast Loading
  72. Investigating the Effects of Partially Replacing Cement and Sand with Biomaterial and Glass Waste in Concrete
  73. Assessing the Performance of Metal Foam Composite Panel Shear Walls
  74. Designing Pound Control for Elevated Bridges Under Seismic Excitation
  75. Examining the Response of Transmission Line-Tower Coupled Systems to Multi-Support Excitations
  76. Analyzing the Response of Underground Tunnels to Uniform and Multi-Support Excitations
  77. Modeling Soil-Track Interactions to Study Ground Vibrations for High-Speed Trains
  78. Studying the Stochastic Response of a Curved Dam to Spatial Varying Earthquake Ground Motions
  79. Investigating the Properties of Concrete with Partial Replacement of Cement with Sugarcane Bagasse Ash.
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Impact of IT on Sales Industry with special reference to Retail, FMCG & E-Commerce Industries

1.    Introduction

The days are gone when the strategy of marketing and sales used to happen in a traditional way. The world has become small by glocalization because of tremendous development in technology. The competition has increased across the globe irrespective of the industry segments where the companies are investing huge amounts in technology implementation in their organization to become sustainable. The technology is been implemented in all areas and functions of the organization and when it comes to sales apart from ERP technologies separate sales technologies are being implemented to increase monitoring and track sales. It is very important to track, and generate analytics and metrics of the sales patterns which shall help in planning the entire operations of the organization hence, Information technology in sales is very important.

The IT in Retail, FMCG, and E-Commerce play a crucial role as there are many product lines, and diverse products and the mode of operations/ sales of the sales have multiple dimensions. As stated that there because of tremendous competition organizations are expanding beyond geographical horizons and diversifying their products and tracking the sales patterns, product wise sales, location wise sales, season wise sales are very important along with the strategy of enabling the sales technologies to do market research also.

In this project, the role of IT in the sales industry with reference to retail, FMCG & E-Commerce shall be analyzed using the Political, Economic, Social, Technological, Legal, Environmental (PESTLE), Strength, Weakness, Opportunities, Threats (SWOT), Ishikawa diagrams. The five dominant sales technologies shall be analyzed based on their features, number of customers, performance, etc., and one of these five technology be selected and analyzed further. Based on the analysis the findings shall be drawn and the recommendation shall be given.

2.    Objectives

  • To analyze the role of IT in sales
  • To understand the role of IT in retail, FMCG, and E-Commerce industries
  • Evaluating the five dominant technologies in sales
  • Analyzing one of the five selected technologies to understand the pros and cons
  • To explore the challenges in implementing IT in sales
  • To explore the advantages and disadvantages of implementing IT in sales
  • To understand the data integrity and safety measures incorporated in sales technologies
  • To explore how IT is enabling the organization to attract new customers
  • To explore the strategies for how IT is helping organizations in retaining their existing customers.
  • To analyze how IT technologies are bridging the gap between customers and organizations by enabling their effective communication channels.
  • To explore the limitation of IT in the selected industries.

3.    Need of the study

It is evident that the competition is been increasing across the globe in all industry segments and it is becoming tough for the organization to be sustainable. In any industry, whether it is products/ goods or services sales are very important as revenues are generated only through sales and it is very important to increase sales strategically and this can be enabled only through technology.

Many IT and software companies are developing and transforming technologies in the sales segment because of growing demand. There are various challenges, and limitations which are involved in sales IT technologies such as data integrity, data security, etc., along with the cost of the technologies hence, there is a need to explore and do research in this area and that is the reason for selecting this topic. 

4.    Scope of the Study

The scope of the study is confined to the Indian environment. The scope is limited to Retail, FMCG, and E-Commerce industries. There are various sales IT technologies available in the Indian market but only the top five of them shall be selected and analyzed out of which one technology shall be deeply analyzed. The scope deals only with the impact, challenges, advantages, and disadvantages of sales IT technologies in the selected industries in the Indian environment.

5.    Research Methodology

This research shall be carried out in a systematic way. All important components shall be covered and all ethical issues shall be addressed. There shall be any copied content in this research and there shall be any copyrights, etc., issues.

5.1  Research Paradigms

Positivism, Critical theory, Realism, Critical Realism, and Constructivism and the research paradigms which shall be followed in this research.

5.2  Data Collection

The data collection shall be divided into two dimensions primary data and secondary data and these data shall be collected from various sources like academic notes, books, journals, articles, blogs, and various internet sources. The primary data and the secondary data analysis shall be done and the same shall be incorporated in the literature review chapter of the final project document.

5.3  Data Analysis

The qualitative analysis tool shall be used in this study. The tools such as SWOT Analysis, PESTLE Analysis, and the Ishikawa diagram shall be used and during the research, if we found that any additional tools are required to use we shall explore and use those tools and incorporate them data analysis chapter of the final project report.

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E-Learning System Web Portal Java Project

Objective:

“e-Learning” is an educational-based java web application; this web portal helps college students to get all the resources & study materials of every course available on the online portal. All the students can access this website portal anytime and from anywhere on the internet. E-Learning System is a very good online e-learning portal compared to all web links given by Google, Bing, Yahoo, ChatGPT, or any website while searching for student course materials.

Contents

Existing System:

In Present Educational based E-learning system, students can get information from books or study materials provided by professors manually. But in this system, students may not get the related and sufficient information according to their syllabus. The above resources do not provide discussion forums between students and professors to clarify their doubts. There is no proper guidance for the students.

Proposed System

The main aim of this E-Learning system is to provide sufficient study materials to the academic students according to their syllabus from which students can easily download study materials of their relevant course. The first step is to register in order to access this website. In this system, we are providing discussion forums between students and professors where students can easily clarify their doubts. Modules of this website are Admin, professor, student, and mentor.

Modules:

Admin:

  • Admin can view all member’s details like professors/asst. professors, mentors, and students. Here each user (student/mentor/professor) can upload material.
  • The uploaded material can be verified by the admin. The admin can validate the material if the material is related to the subject. The validated materials are only visible to the students.
  • The admin can view the queries which are sent by the students to the mentors. The admin can also check how many solved queries and unsolved queries.

Student:

  • Each student must and should be registered before login. Here we have user authentication every time. Students can upload material, view material, and send queries. The upload materials first verify by the admin and then visible in the view material tab.
  • The student view uploaded material by all the users which is validated by the admin and he can download materials.
  • The student can send a query to the mentor if he/she has any doubts regarding academic subjects.

Mentor:

  • Mentor registration and login.
  • Mentors can upload material, view material, forward queries, and reply to queries. The upload materials first verify by the admin and then visible in the view material tab.
  • The Mentor view uploaded the material by all the users which is validated by the admin and he can download materials.
  • The Mentor can solve a query if he/she is unable to solve queries forward it to Asst.Professor/Professor.

Professor:

  • Professor registration and login.
  • Professor can upload material, view material, and reply to queries. The upload materials first verify by the admin and then visible in the view material tab.
  • The Professor view uploaded the material by all the users which are validated by an admin.
  • The Professor can solve a query and send it back to the mentors.

Software Requirements:

           Operating System: Windows 10/11

           Web Technologies: HTML, CSS, JavaScript

           Programming Language: Java, JSP, Servlets

           Backend Database: MySQL /Oracle 10G

           IDE / Work Bench: Eclipse/ Netbeans