A career built layer by layer.

Engineering production GenAI systems with emphasis on secure retrieval, orchestration, evaluation, and auditability.

Built an agentic scheduling platform with bounded tool use, test-driven evaluation, observability, and scalable service integration.

Built GenAI-facing infrastructure automation and a RAG knowledge assistant supporting more than 100 engineers.

Delivered transformer-based document classification and sentiment capabilities for enterprise applications.