Writing
Translating complex systems into actionable playbooks
Essays on strategy, experimentation, and creative focus for data teams and founders.
Sep 12, 2025 · 8 min
Designing Applied AI Roadmaps That Actually Ship
How I guide enterprise teams from high-level ambition to production models in 120 days without burning trust.
Read essay →Jul 3, 2025 · 12 min
An Opinionated Architecture for Modern ML Systems
A composable reference stack blending feature stores, vector databases, and orchestration best practices.
Read essay →Apr 21, 2025 · 9 min
Building a Creator Flywheel as a Full-Time Data Scientist
The frameworks, templates, and automations that let me ship high-leverage content while leading teams.
Read essay →