Restaurant recommendation service
Tag generation from reviews, photos, and menus to enrich listings.
Tag generation from reviews, photos, and menus to enrich listings.
Multi-modal ML pipeline joining market data, SEC EDGAR fundamentals, and FinBERT embeddings.
RAG prototype in Amazon Q Business with provenance and citations.
Request replay harness + emulation layer to ship safer security changes.
Tactical notes from real systems work - short, focused fixes with concrete commands.
Fix Ghostty's Snap terminfo mismatch by installing xterm-ghostty locally and syncing it to SSH hosts.
Principal engineer focused on cloud architecture, LLM-powered workflows, and applied machine learning. I deliver end-to-end systems with clear handoff paths, from discovery and prototyping through production-ready architectures.