Profile

built a cursor-rules library (rest api + mcp server: python, fastmcp, sqlite) that makes company coding standards installable by ai agents — 4 tools, a cli, 118 tests, approved for disney-wide rollout. wrote the rust secret scanner gating all ci, and a rust cli that compresses agent context via content-addressed chunking (blake3, redb, tree-sitter).

turn unstructured reporting data into published, editorial-grade nlp-driven visualizations for student media with python, tableau & illustrator.

built an outlook→jira multi-agent system for a global automotive client’s it support (langgraph, ms graph, azure, aws lambda/bedrock) that cut manual triage 85%, with parallel web + enterprise retrieval, cited responses, and secure mongodb memory.

built an ad-analytics app for a major streaming client (python, pandas, streamlit) consolidating 16+ months of multi-region excel reports, and a clip/faiss semantic asset-search prototype for a global media client scaled toward 20m+ media assets.