Amazon
Software Development Engineer Intern, Prime Tech · Vancouver, BC
- Built and deployed a multi-agent incident analysis system that correlates CloudWatch telemetry across AWS services, surfaces related past incidents and gives on-call engineers evidence-backed reports.
- Caught 10+ production degradations in one week, confirmed by on-call engineers. Several had no alarm at all, and one SEV2 outage was flagged 46 minutes before its alarm. Tuned the anomaly detection on a 15M-datapoint backtest, cutting false positives 7x.
- Scaled ingestion from 5 metrics to 20K+ time series by streaming CloudWatch pages into SQLite under rate-limited concurrent requests, cutting fetch time 2.8x and memory 6.7x, then made the analysis 10x faster with byte-identical results.
- Designed a rollout guardrail that compares one-minute live telemetry against pre-rollout baselines and warns before alarm thresholds trip, validated by replaying real rollouts, including a load test that peaked at 52K errors per minute.