At QM Logics, I shipped a config-driven AI chatbot with LLM-based intent detection for lead qualification, confirmed working by company leadership. I also built stateful LangGraph multi-agent systems and a legal RAG pipeline.
As a freelance AI Agent Developer, I designed and delivered custom solutions for task automation, tool calling, and conversational assistance using LangGraph, LangChain, and LLM APIs.
For HeatOps Autopilot, I built a LangGraph agent that pulls live temperature data, scores heat risk, sends email alerts, and records an auditable decision trail. Its deterministic risk engine was verified on live data across eight U.S. sites.
At DecodeLabs, I built a KNN classifier, a TF-IDF and cosine-similarity job recommender, and a NumPy neural network trained on XOR, implemented from first principles.

