At GammaEdge Technologies, I built AI-enabled backend systems, LLM workflows, RAG services, and production integrations across multiple product domains. I joined when the company was around 20 people and grew with it as it scaled to about 150.
On Survey Builder, I built agentic workflows for survey generation, question refinement, response analysis, and report drafting. I used structured outputs, validation schemas, and retry logic to make model responses usable in product flows.
For HomeCure, I built document understanding pipelines with OCR, retrieval, and grounded question answering. I added checks for missing context and uncertain outputs, with source references and fallback behavior behind APIs.
I also built semantic search and RAG pipelines for Skill India Digital Hub, and backend APIs and automation for QuickBooks data synchronization. At GammaEdge Technologies, I led a team of 10, managing delivery, training teammates, reviewing work, and improving implementation quality.

