Projects
Tools built to solve real operational problems, not portfolio filler.
QueryTuner
live product
A SQL performance analysis tool that catches slow queries before they hit production. Combines heuristic analysis with an LLM insights layer, and generates shareable reports across five SQL dialects. Built with a FastAPI backend, React/Vite frontend, and Supabase persistence.
Live Products
SPXray
live product
Previously called SP Migration Companion. Validates and reports on stored procedures ahead of a database migration, flagging risk before it becomes downtime — no DB connection required, with optional AI migration-risk insights powered by HuggingFace Qwen2.5-Coder. Built and tested as an AWS hackathon entry.
Also building
incopilot
A practical incident-triage CLI agent that automates the first 15 minutes of a production incident — pulling context, checking recent deploys, and surfacing likely causes before a human even opens a dashboard.
github.com/AutoShiftOps/incopilot →alertdecider
An alert decision layer that normalizes noisy signals from multiple sources, applies an opinionated rule engine, and emits decisions with reasons — designed to cut alert fatigue, not just log more noise.
github.com/AutoShiftOps/alertdecider →