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Applied data science, fight tape, and notes from running a solo practice.

Fighter BreakdownsAug 19, 20268 min

Pressure vs. volume: a southpaw problem

Placeholder breakdown. Reading lead-hand position to predict which fighter owns the center in round three.

Data ScienceAug 12, 20267 min

Feature stores without the platform team

Placeholder post. What a two-person team actually needs before buying a feature platform.

GeneralAug 2, 20265 min

Notes on solo advisory work

Placeholder post. Scoping, pricing and saying no as a one-person practice.

Data ScienceJul 28, 20269 min

Evaluating LLM systems you did not train

Placeholder post. Building an evaluation harness when the model is a vendor API and the data is yours.

Fighter BreakdownsJul 15, 202610 min

Clinch entries that actually score

Placeholder breakdown. Separating cage-control theatre from position changes the judges reward.

Data ScienceJun 30, 20266 min

Forecasting demand with boring models

Placeholder post. Why a well-specified baseline beats the gradient-boosted thing more often than anyone admits.

Fighter BreakdownsJun 4, 20267 min

The fifth round is a data problem

Placeholder breakdown. Pacing, output curves and what conditioning looks like in the numbers.

GeneralMay 21, 20264 min

What I read this quarter

Placeholder post. Papers, books and one podcast that changed how I scope engagements.

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Independent AI and data science advisory.

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