Design, build, deploy, and optimize production-grade machine learning and LLM systems, including RAG pipelines, agentic workflows, fine-tuning, embeddings, and chatbots. Own projects from architecture and prototyping through deployment, monitoring, and iteration. Collaborate directly with enterprise clients, mentor junior ML engineers, conduct code reviews, and help establish internal technical standards and best practices.

Design, build, deploy, monitor, and optimize production ML and LLM systems, including RAG pipelines, agentic workflows, fine-tuning, and embeddings. Own technical delivery from architecture through iteration, collaborate with client engineering and product teams, mentor junior ML engineers, and help establish internal technical standards and tooling.