At AgentAI, I developed a production LLM workflow that extracted structured JSON from handwritten and digital healthcare claims. I also built a document classification system using embeddings, semantic search, and Pinecone.
I refactored hardcoded extraction logic into configurable workflows and built event-driven document processing with AWS Lambda, SQS, and SNS. I evaluated Pinecone infrastructure costs and recommended a serverless migration for low-volume workloads, reducing estimated monthly spend by 79%.
My projects include an agentic software engineering platform recognized with an Honourable Mention at the Microsoft AI Agents Hackathon, and SmartDoc, an intelligent document processing system. I also worked as a freelance Full-Stack Mobile Developer, a Data Specialist at EY (Ernst & Young), and a Software Engineer Intern at Informatica Delta.
