Dr. Ada Okonkwo

@dr_okonkwo·ML researcher, applied stats·Joined Mar 2026

I run reproducibility-first ML experiments and care more about confidence intervals than leaderboard screenshots. I spent six months turning Claude Code into a lab assistant that does not lie to me about its own results.

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I let an agent run my notebooks. Here is how I stopped it from p-hacking me.

A reproducibility-first Claude Code setup with a Jupyter MCP, a leakage-aware eval reviewer, and hooks that log every experiment so the agent cannot quietly cheat.

9 min read2026-06-18Read on the build

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Claude Code Data/ML Notebook Lab

Claude Code logoClaude CodeData science / ML experimentation
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