Real engineering case studies you can interact with. Each demo replicates a problem I solved in production — click through to explore the full simulation.
Automated detection, triage, and recovery in under 42 seconds
The production payment pod hit an out-of-memory crash in a 12-node EKS cluster.
Mean time to recovery dropped from forty-five minutes of manual triage to forty-two seconds of automated remediation.
Line-by-line cloud cost audit that cut $40,920/year
The client AWS bill was $6,400 per month for a mid-sized SaaS platform.
Monthly spend dropped from $6,400 to $2,990 (a fifty-three percent reduction), saving $40,920 annually.
Reduced serverless cold start from 2+ minutes to 8 seconds
An 18GB model container on Google Cloud Run required over two minutes to cold start because it downloaded model weights from Google Cloud Storage on every scale-from-zero event.
Cold start latency dropped from two minutes to eight seconds (a fifteen-fold improvement).
Web-based terminal simulating kubectl, docker, and terraform commands
Onboarding engineers on production clusters created operational risks and configuration drift.
Onboarding time decreased from two weeks to three days, eliminating sandbox infrastructure costs while keeping production access restricted until training completion.