Senior software engineer · 2022 — Present
A search rebuild the whole team could own.
At Northstar Search, I led a ranking rebuild that reduced p95 query latency by 38%. Making the evaluation visible—and helping four engineers become confident owners—was part of the same engineering work.
What happened the first time one of those engineers owned a ranking change without you?
Rewrites this paragraph locally. You can undo it.02 / The approach
Make the evaluation visible
Built the evaluation workflow used to review relevance changes before release, giving the team a shared way to assess a ranking change.
03 / The handover
Build ownership into the rollout
Mentored four engineers through design reviews, rollout and independent system ownership; made the handover part of the engineering work.
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