Work With Me
AI engineering and agentic systems for production data platforms
I design and ship AI-agent systems — Text-to-SQL, coding agents, evaluation harnesses, tool contracts — wired to production data platforms like Snowflake, Databricks, and SQL databases. I also help teams that need AI-agent workflows for migration validation, warehouse optimization, analytics automation, or time series ML.
What a typical engagement looks like
Advisory — A few sessions to scope an AI-agent architecture, review your evaluation strategy, or pressure-test a plan. Good for teams that have the people but need a second opinion from someone who has done it before.
Embedded principal — I join your team for weeks or months as an interim lead or senior IC. I own deliverables, coordinate with stakeholders, and ship agentic systems in production. This is how most of my enterprise engagements run.
Hands-on AI engineering — I build the thing: agents, guardrails, evals, tool contracts. I write code, not slide decks.
Good fit
- You are building AI agents against real data — Text-to-SQL, coding agents, RAG over schemas — and need someone who has shipped agentic systems with evaluation discipline.
- You want AI-agent workflows for migration validation, pipeline optimization, or analytics automation on Snowflake/Databricks/SQL databases.
- You are driving AI adoption and need someone to run discovery, align stakeholders, and take agentic PoCs to production.
- You have telemetry, sensor, or time series data and need production ML — not a research paper.
- You need an interim team lead who can own a roadmap, manage stakeholders, and still write code.
Get in touch
I usually reply within 1–2 business days. If you reach out, a line or two on what you are working on helps me prepare a useful first response:
AI agents · Text-to-SQL · coding agents · AI enablement · migration · warehouse cost · time series · interim leadership · something else