Selected Work
Projects & Open Source
A mix of open-source contributions, agentic systems, and ML pipelines.
Open Source Contributor
PresentContributing to KerasHub, SHAP and PrettyTable. Integrated the Qwen3-Omni model with Thinker-Talker architecture into KerasHub (multimodal MoE, M-RoPE, HF checkpoint conversion). Shipped MediaWiki table parsing in PrettyTable v3.15.0.
Agentic Trip Planner
May 2025A trip planner built with MCP & LangGraph for stateful context, LLM reasoning chains and tool invocation. Integrated LLM-based orchestration for queries, APIs & tool calls including Google Places and web search. Reduced latency with WebSockets and persistent MongoDB state for multi-turn refinement.
Hackalyze
2025An AI-integrated platform designed to streamline hackathon management — team formation, submission tracking, and judging workflows in one place.
Candidate Ranking AI Engine
Oct 2024A hybrid retrieval pipeline to rank the top 100 candidates from 100K profiles under a 5-minute CPU-only, 16 GB RAM constraint. Cascades lexical, dense, and reranking stages with an offline BGE + FAISS embedding cache, BM25/TF-IDF filtering, and cross-encoder reranking.
Parkinson's Diagnosis via Speech
June 2024A machine learning approach for the diagnosis of Parkinson's disease via speech analysis — extracting acoustic features and training classifiers to detect early-stage symptoms.