Engineering

Code Quality

I built code quality standards into starter codebases inherited by every new internal project.

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Stories where it mattered

2026 · Engineering recruitment pipeline

A hiring process that does not depend on me being in the room

Situation
Technical hiring for a research engineering role ran through me, a bottleneck and a single point of judgement.
Task
Build an interview panel that keeps the bar without depending on me.
Action
I proposed one lead and two shadows, shared candidate review beforehand, independent written feedback before discussion, and shadows who graduate into leads.
Result
The format became how the round runs, and the shadow-to-lead path grew the pool of interviewers.
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2026 · Engineering recruitment pipeline

A one out of five, written so the candidate could act on it

Situation
A research engineering candidate reached a working coding-round solution with AI assistance but could not explain why the Python worked.
Task
Score the round and write feedback that the candidate, recruiter and panel could all act on.
Action
I scored it low and wrote out the reasoning behind each mark, recommended not proceeding, said what to strengthen, and gave a reapplication window.
Result
The rejection was reviewable rather than a bare verdict, and the panel's differing views were visible to decision makers.
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CI/CDAutomated TestingGitHub ActionsGitLab CIBitbucket PipelinesInfrastructure Provisioning

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