About

Built inside two platforms. Now independent.

Most AI/ML consultants have built inside one platform, or advised from the outside without ever shipping a system into production. I’ve done both — as a Professional Services architect at Snowflake and at Databricks, and now independently.

I’ve seen how the same AI or ML problem gets solved differently depending on the platform underneath it, and what actually breaks when a model or an AI workflow moves from a notebook to production. That’s the perspective I bring to every engagement: not a generic playbook, but a clear read on what your specific stack needs, and hands-on delivery to get it there — not a junior consultant with my name attached to the deck.

• Professional Services ML architect, Snowflake
• Professional Services ML architect, Databricks
• Now independent — Analytically Inclined LLC

How I work

• I speak in numbers and timelines, not adjectives.
• I’m honest about complexity — an AI Operationalization engagement runs 12 weeks, and I’ll tell you that up front.
• I don’t do junior hand-offs. You get me on every engagement.
• Vendor-neutral by background — I’ve built inside two platforms, so the recommendation fits your stack, not my resume.