At Hebbia, I owned the execution layer that turned a Matrix instruction into independently scheduled agent jobs, with streaming results reaching the React data grid. I also built session recovery and citation flows that let reviewers trace answers to source passages.
Earlier, I helped deliver marketplace capabilities at SHOPPABLE BUSINESS as the platform grew to 1,400+ suppliers, and implemented enterprise application features at EXISTS SOFTWARE LABS. I work across backend services and frontend interfaces, integrating LLM providers and building agentic systems.

