How we process 10,000 live video streams for a state transportation department
Building real-time computer vision at INDOT scale: multi-object tracking, cross-camera re-ID, and pipelines that survive bad bandwidth and edge hardware.
Writing
Recent posts by Sajan Kumar.
Cutting security threat analysis from hours to minutes with AI
Multi-agent systems that process 20TB of security data, trim noise, and push actionable findings fast.
Projects
Selected projects and case studies.
AI-powered Advanced Monitoring System
Computer-vision driven smart city monitoring for traffic and anomaly detection across 500K+ citizens.
Berkeley Index of Tenacity
Psychometric modeling of GRIT traits with dynamic survey generation used in a live UCB platform.
University Maintenance Platform
Mobile and web app for campus maintenance with 4.4★ rating on Google Play.