Agentic incident response for cloud and ML systems.
AI Operations Analyst is a portfolio-grade system that monitors production signals, runs autonomous investigations, proposes safe remediations, and generates operator-ready summaries. It is intentionally framed as operations software rather than a generic chatbot.
Placeholders for portfolio visuals:
- Incident timeline and signal correlation view.
- Root-cause report with confidence score.
- Ranked action list with approval gate.
- Evaluation dashboard showing MTTR and false-action-rate improvements.
- Event-driven triage for latency spikes, model drift, and failed jobs.
- Evidence collection across deploys, metrics, logs, queue depth, infra status, and data quality.
- Human approval gating for rollback, scaling, and restart actions.
- Ticket, PR, and Slack summaries generated automatically.