Selected work
Projects I'm proud of.
A mix of shipped AI products, research-grade systems, and full-stack work.
Money Mind
Real-time transaction categorization app deployed to the Google Play Store. XGBoost model with 90%+ accuracy, Plaid Banking API for financial data, and a full MLOps CI/CD workflow that cut retraining time by 10%.
CoffeeCare
Coffee leaf disease detection app powered by YOLOv8 (95% accuracy, ~20% reduction in crop loss). Built a LangChain RAG pipeline so admins can append knowledge via Postman — speeding up farmer queries by 30%. Published at IEEE ICETCS 2024.
DeepFake Detection
Hybrid ResNeXt-LSTM architecture trained on 6,000 videos for detecting tampered media. 90%+ accuracy on 60 frames per video, surpassing benchmark accuracy by 15% by capturing both spatial and temporal inconsistencies.
More projects
Additional builds and explorations.
Fitness App
Mobile fitness tracking application with workout logging and progress monitoring.
Voting Application
Secure digital voting platform with real-time results and authentication.
Bubble
Real-time chat application with rooms, messaging, and live presence indicators.
Publications
Peer-reviewed research at IEEE conferences.