Manager & Solution Architect · EY · New York City
Eight years building enterprise software and AI systems. I design and deliver production-grade AI implementations for the world's largest financial institutions.
Redesigned an agentic AI workflow for one of the world's largest asset managers to handle 20+ complex backend production deployment tasks. Enabled 4+ new AWS services firm-wide after completing internal security review, delivering immediate cost savings. Collaborated directly with the client's head of AI on long-term strategy and observability.
Built an automated pipeline to extract and classify structured data from complex deal memo documents across 8 asset classes — improving accuracy from ~50% to over 97% compared to standard solutions.
Developed a RAG system for querying complex internal business documents — parsing embedded images, maps, and graphs, generating text embeddings, and using semantic + filtered search via MongoDB to return relevant results.
Four years on EY's enterprise blockchain platform — starting as a developer, ending as tech lead. Led Platform 2.0: a full API-first architectural overhaul shipped in under 6 months, supporting 5 concurrent product offerings across 40+ organizations.