Public work.
Public proof.

Speaker — Snowflake Summit 2025, San Francisco Public speaker at Snowflake's flagship conference in 2025, representing Celestial Systems as its Principal Data & AI Architect.

Keynote — Data & AI corporate event Opening keynote designed to bridge the gap between AI practitioners and the broader business community.

AI ML + GenAI In Action Working demonstration of machine learning and generative AI patterns on Dataiku, built to show business value — not slides.

Host & technical anchor — client events and online sessions Recurring role in late-stage enterprise conversations: the senior technical voice clients meet before they commit.

The AI Platform is the Strategy A strategy document for medium and large organizations facing the agent wave: platform versus protocol, governance, architecture, and where the value actually accrues. Full document available for download.

A Strategic Analysis of the U.S.–EU AI Policy Divergence What America's AI Action Plan means for organizations regulated under the EU AI Act — and how to plan around the divergence instead of being caught by it.

About “The Illusion of Thinking” Apple's reasoning-models paper, translated for a non-academic audience: what it actually claims, what it doesn't, and what it means for systems in production.

Speed in data processing If Google answers in milliseconds, your internal report shouldn't take three hours — the case for pushing work down into the database.

Development team selection is the key Why asking your current team which specialists to hire produces biased answers — and what to do instead.

Cheap frameworks cost you twice Total cost of ownership of JavaScript frameworks for serious business applications — licensing is the smallest number in the equation.

Enterprise-grade web apps A gallery of long-lived, data-heavy web applications shipped over the years — what strong technical leadership actually produces.