AI/ML Engineer, Agentic AI & MLOps

An AI/ML Engineer with 3.5+ years of experience building production-style ML and agentic AI systems. Focuses on reliable AI applications with strict, deterministic guardrails. Built an agentic system for GL coding handling 72-78% of financial transactions using a three-tier confidence architecture and implemented an eval harness. Developed production-ready RAG applications (RAG-Cite-Eval) with document chunking, ranked vector retrieval, and source-snippet attribution, including an evaluation harness. Seeking engineering roles in Agentic AI, MLOps, or Data Engineering.