Applied AI / Product Thinking / Research Notes

A practical home for experiments, deep dives, and public tools.

I bridge technology and business outcomes, with deep focus on AI. This site collects what I'm building, what I'm learning, and what I think matters next.

Playground

Short, hands-on trials with new AI capabilities. Captures the setup, the result, and the business relevance.

Experiments Notes Code snippets

Research & PoVs

Longer reads: frameworks, tradeoffs, and domain applications (including genetics and cancer research).

Evidence Frameworks Implications

Apps

Small public-interest tools. Front-end only today, with room to grow later.

Utility Open access

Professional profile

Background, focus areas, and how I approach building AI products responsibly.

Bio Principles

Services

Strategy, AI prototyping, and technical advisory. Clear scope, measurable outcomes.

Advisory Prototyping Workshops