Hands-on prompt engineering and LLM evaluation. Built around a diagnose-then-ship loop: forensic transcript critique ▎ that names the exact failure mode, paired with a fixer that produces complete, deployment-ready rewrites — not ▎ vague advice.
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Turn pasted incident notes into a factual postmortem draft with a timeline, evidence ledger, bounded causal analysis, and follow-up plan that leaves unknowns visible.
Upload pg_stat_activity and pg_locks CSVs. Get blocker chains, long transactions, a 15-minute action plan, and a reviewed cancel-versus-terminate record.