🚀 Hobby Projects

VM Manager

A full-featured Azure Spot VM dashboard that makes it dead simple to spin up, manage, and monitor spot virtual machines across all Azure regions — slashing cloud costs by up to 90% without sacrificing control.

• Coverage across all 35 Azure regions
• Real-time spot pricing comparison
• 90% cost savings vs on-demand VMs
• One-click VM provisioning & teardown
• Eviction alerts and auto-restart policies
• Cost tracking and usage dashboards

AI Video Analyzer

An intelligent video analysis tool that handles large video files gracefully — breaking them into semantic chunks, maintaining session state across analyses, and extracting structured insights using LLMs regardless of format or length.

• Persistent session management
• Smart chunking for long videos
• Multi-format support (MP4, MOV, AVI, WebM)
• Transcript extraction & summarization
• Scene-level semantic indexing
• Exportable insights in JSON / Markdown

AI-Powered Livesite Triage

Automated incident triage at Microsoft scale — uses LLMs to correlate alerts, surface root causes, and match incoming incidents to historical patterns, dramatically cutting mean time to resolution for on-call engineers.

• Automated root cause analysis
• Incident pattern matching at scale
• Alert correlation across services
• On-call runbook auto-generation
• Historical incident similarity search
• Slack & Teams notification integration

AI-Driven Engineering Workflows

A suite of ML-powered engineering automation tools — from A/B test analysis that surfaces statistical significance automatically, to performance regression detectors that catch slowdowns before they ship, to intelligent feature flag pipelines.

• A/B test automation & significance testing
• Performance regression detection
• Feature flag pipeline orchestration
• Automated rollout gating
• Statistical anomaly alerting
• Experiment result summarization