Platform & internal · Inside the company · 2021–2026

Engineering recruitment pipeline

Internal engineering hiring pipeline at Smarter.Codes, run as one thread per open position with async tests before live interviews.

What I did

Designed the panel interview: one lead, two shadows, independent written feedback before discussion.
Raised the screening bar for async and live rounds.
Paused hiring to match what the teams could absorb.

2026 · Engineering recruitment pipeline

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.

2026 · Engineering recruitment pipeline

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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