Projects

Real-Time Service & Promotion Platform for Dine & Play Venues

Built an agentic NLP framework and recurrence prediction to power dealer forecasting.

Built TCN estimators with synthetic IMU and a clinical toolbox for stroke gait analysis.

Built a multimodal, voice RAG chatbot and improved lead scoring accuracy and latency.

Routed tasks to fine-tuned experts (BART/BERT) via a lightweight classifier to boost quality.

Compared traversal paths in 3D (PCA) with SBERT/GloVe embeddings and live logging.

iOS app merging live photo posts with a map of trending restaurants via upvotes.

End-to-end ML pipeline (prep → modeling → evaluation) to predict heart failure risk.

Designed and implemented a normalized MySQL system with stored procedures and multi-user control.

Campus QA chatbot with vector search, multi-turn memory, and dynamic prompt routing.