Full-stack product engineer building AI-enabled products, enterprise integrations, and workflow software.

Chrome extension, Azure Entra, Jira, Teams. Building platform connectors that turn customer workflow problems into reliable product features.

Practical notes on how I use coding agents without outsourcing engineering judgement: setup, review loops, guardrails, and the habits that keep AI-assisted work honest.

Plaudera and Duebase — production AI-enabled SaaS products where the real work is product workflow design: async processing, structured extraction, embeddings, similarity logic, review loops, payments, auth, and guardrails that make AI features usable in production.