01
Full-Stack AI Platform
ReviewGuard - AI-Powered Review Moderation
Multi-layered AI detection using Llama-3 and BGE embeddings to catch toxic, duplicate, and overlapping content violations. Built async pipeline with BullMQ + Redis :~90–95% latency reduction (1.2s → <100ms). Real-time admin dashboard via Socket.io. RBAC with JWT, Bcrypt, audit logs.
ReactNode.jsMongoDBRedisBullMQSocket.ioLlama-3BGE
02
Hybrid ML + Geospatial
Explainable AI for Air Quality Prediction
SVM+GNB hybrid with 96.2% AQI accuracy. SHAP/LIME explainability + interactive geospatial map for real-time health risk monitoring.
SVMNaive BayesSHAPLIMEGeospatial
03
Reinforcement Learning
3D RL Traffic Signal Control + Ambulance Priority
Policy Gradient & Q-Learning for smart signal timing. 45% reduction in wait times and 83% faster emergency response with ambulance priority logic.
PythonPolicy GradientQ-Learning3D Sim
04
AutoML + XAI
Heart Disease Risk Prediction
AutoML pipeline with ~76% validation accuracy and SHAP-based feature interpretability. Interactive Streamlit UI with downloadable PDF/CSV reports.
PythonAutoMLSHAPStreamlit
05
NLP + Cloud
Automated Answer Evaluation System
BERT-based semantic similarity scoring for subjective answers. Integrated AWS Textract OCR. Outperforms TF-IDF approaches by evaluating conceptual correctness.
PythonBERTNLPAWS TextractStreamlit
06
Serverless AWS
AutoVerify - Driving License Verification
Serverless pipeline: Textract → Lambda → DynamoDB → S3. Eliminates manual entry errors. Real-time retrieval via Streamlit frontend.
AWS TextractLambdaS3DynamoDBRekognition
07
Data Analysis + Stocks
Stock Market Price Analysis with Technical Indicators
Analyzed stock data of 491 companies using technical indicators like MACD, RSI, and Bollinger Bands. Built a Streamlit dashboard for single and multi-company market trend analysis.
PythonPandasNumPyStreamlit
08
Supermarket + Database
Supermarket Inventory Management System
Python-MySQL inventory system with Admin, Manager, and Employee role-based access, CRUD operations, automated billing, and low-stock alerts.
PythonSQLMYSQLRBACCRUD
