Selected Work

Projects & Open Source

A mix of open-source contributions, agentic systems, and ML pipelines.

01

Open Source Contributor

Present

Contributing 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.

KerasKerasHubSHAPPrettyTable
02

Agentic Trip Planner

May 2025

A 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.

TypeScriptNode.jsMongoDBReactLangGraphMCPDocker
03

Hackalyze

2025

An AI-integrated platform designed to streamline hackathon management — team formation, submission tracking, and judging workflows in one place.

JavaScriptAIHackathon
04

Candidate Ranking AI Engine

Oct 2024

A 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.

spaCyscikit-learnFAISSNLTKBM25BGEStreamlit
05

Parkinson's Diagnosis via Speech

June 2024

A machine learning approach for the diagnosis of Parkinson's disease via speech analysis — extracting acoustic features and training classifiers to detect early-stage symptoms.

Pythonscikit-learnSpeech Analysis