At Enfo AI, LUMS, I built a GitHub Actions pipeline that compiles ESP32 firmware with PlatformIO, extracts firmware versions, and uploads versioned binaries to AWS S3 across multiple hardware boards and communication protocols.
At WiMETRIX, I engineered an MQTT routing pipeline that fed a Node.js/Express backend on a 9-second processing cycle. I also implemented a real-time positioning engine using a Kalman filter, weighted voting, and WKNN, and built restricted-area alerts with deduplication.

