At Cisco, I developed runtime DHCPv6 relay auto-configuration for SONiC, using CONFIG DB and SubscriberStateTable to apply updates dynamically. I also implemented server add and remove operations without restarting the relay service or container.
I built, deployed, and validated Debian packages on a SONiC DUT using sonic-mgmt and unit testing. In a personal project, I developed an AI-based obstacle detection system with Python, TensorFlow, OpenCV, Arduino, a camera, and sensors to provide voice-based alerts.

