I help labs and product teams ship agent platforms, conversion-ready apps, and models that hold their shape under pressure.

Multi-tenant agent runtime and insurance workspace for SyneroLabs: encryption, fail-closed guardrails, and a config-driven product shell.

AI project management in which every model call receives the full board state, not an isolated card.

CVPR 2026 workshop paper: do safety-aligned vision-language models degrade differently under common image corruptions?

Sole-engineered event ticketing stack: public API, organizer dashboard, embeddable checkout. Zero oversell at 800 concurrent buyers.

PyTorch replication of Ronneberger et al. across four medical datasets, plus a skip-connection ablation.

Clinical consultation transcription with medical NER for symptoms, diagnoses, and medications.