CSE Project List — WEBUILDPRO, Bangalore

Real-Time Face Recognition Attendance System

A computer vision system that identifies registered individuals from a live camera feed and marks attendance automatically in a database, eliminating manual roll-calls.

Driver Drowsiness Detection with Computer Vision

A real-time alert system that monitors a driver's eye aspect ratio and mouth aspect ratio using facial landmarks to detect microsleep and yawning events.

Deep Learning Crop Disease Detection

A CNN-based image classification system trained on PlantVillage dataset to identify 38 crop disease categories from leaf photographs captured via a mobile camera.

Smart Traffic Prediction with LSTM

A time-series forecasting system that predicts urban traffic density at intersections 30 minutes ahead using LSTM networks trained on historical sensor data.

Medical Diagnosis Assistant (Diabetes/Heart)

Predicts disease risk from patient data using ML classifiers, with a web dashboard for input and result visualisation.

Federated Learning Healthcare Model

A privacy-preserving machine learning framework where multiple hospital nodes train a shared diagnostic model on local patient data without centralising records.

AI-Based Fake News Detection System

An NLP pipeline that classifies news articles as real or fabricated using a fine-tuned BERT model trained on the LIAR and FakeNewsNet datasets.

NLP-Powered Resume Screening System

An automated recruitment pipeline that parses resumes, extracts structured entities using NER, and ranks candidates against a job description using semantic similarity scoring.

Sentiment Analysis Dashboard for Social Media

A real-time pipeline that streams tweets, classifies sentiment using a fine-tuned RoBERTa model, and visualises trends on a live dashboard.

RAG Chatbot for Institutional Data

A retrieval-augmented generation chatbot that ingests institutional documents into a vector database and answers student queries with cited source passages.

Blockchain-Based Land Registry System

A decentralised land ownership and transfer system built on Ethereum, where property records are stored as NFTs and ownership transfers are executed via smart contracts.

Secure Certificate Verification System

Verifies degree certificates via blockchain — tamper-proof credential records stored on-chain with a public verification portal.

Decentralised Voting System

Transparent, tamper-resistant e-voting on a blockchain with voter authentication, real-time tally and audit trail.

Network Intrusion Detection with ML

A binary and multi-class classifier trained on NSL-KDD and CICIDS datasets to distinguish normal network traffic from 14 attack categories including DoS, probe, R2L and U2R.

Phishing Website Detection

Detects fraudulent sites using ML feature extraction from URLs and page content, with a browser extension interface for real-time warnings.

Smart Inventory Management with RFID & IoT

An automated warehouse inventory system using RFID readers and ESP32 nodes to track item movements in real time, with a web dashboard and Telegram alerts.

Traffic Sign & Object Recognition for Vehicles

Detects traffic signs and obstacles for driver assistance using a trained YOLO model running on edge hardware.

Sign Language to Text/Speech Converter

Translates hand signs into text or speech using a CNN trained on ASL/ISL gesture datasets — high-impact assistive AI.

AI-Based Resume Screening Tool

Ranks resumes against a job description using NLP and semantic similarity — reduces initial screening time by over 80%.

Supply Chain Tracking on Blockchain

Traces products from source to shelf using blockchain event logs, with a dashboard showing provenance and custody chain.

Smart Agriculture System with Cloud Analytics

Sensors track soil, weather and crop conditions and push data to a cloud dashboard for smart irrigation decisions.

Energy Monitoring & Prediction Dashboard

Measures and logs power consumption of appliances in real time, with ML-based forecasting to identify energy waste.