Deterministic agentic framework with LangGraph state machines, human-in-the-loop guardrails, and MCP tool routing. Built for enterprise environments where agent failures have real consequences.

LangGraph PydanticAI MCP HITL Python

Manager-Specialist multi-agent system built with PydanticAI + MCP. Orchestrates Gmail, Drive, Jira, and Calendar in stateful multi-step workflows — cutting manual task time by 65%.

PydanticAI MCP Multi-Agent FastAPI Python

Vertical AI agent automating financial data extraction from unstructured documents, cross-source research synthesis, and investment memo generation — 10× faster than manual analysis.

LangGraph Advanced RAG IDP Python LLMs

Production NL-to-SQL agent deployed on AWS Lambda. Reduced query latency by 40% with intelligent caching and schema-aware retrieval, serving the full JerseySTEM org.

AWS Lambda NL-to-SQL LangChain PostgreSQL Redis

Document intelligence service with structure-preserving chunking and section-aware retrieval. Achieved 84% precision using semantic search + Cohere reranking over dense enterprise docs.

RAG Cohere Rerank FastAPI Vector Search Python

Accessibility-first iOS app delivering real-time scene understanding for visually impaired users — fully on-device, zero cloud calls, complete privacy.

Swift iOS On-Device ML Computer Vision Edge AI

AI agents serving 500+ users. Tailors resumes and cover letters per job description with one click — ATS-optimized, with application streak tracking and a live dashboard.

LLM Agents Chrome Extension NLP HTML/JS

Scalable RESTful API for real-time transit predictions. Redis caching + PostgreSQL + load balancing for a fault-tolerant, low-latency distributed system under event load.

FastAPI PostgreSQL Redis Python Distributed Systems

Agentic AI

Infrastructure

AI/ML

🥇 HackRU 2024 — 1st Place  |  📄 IEEE Published Research  |  🎓 MS Data Science @ Rutgers  |  🚀 500+ Production Users