At Indian Oil Corporation Limited (IOCL), I developed an AI-based facial recognition attendance system to automate employee attendance tracking. I implemented real-time face detection with Python and OpenCV and designed a relational SQL database for attendance data.
For my Wireless Sensor Networks research, I designed a hybrid optimization framework combining Ant Colony Optimization, Grey Wolf Optimization, and Particle Swarm Optimization. I applied it to clustering and routing, evaluating delay, energy consumption, network lifetime, and routing hops.
I presented my work on the Dynamic Hybrid ACO–GWO–PSO Optimization Technique for Energy Efficient Clustering and Routing in Wireless Sensor Networks at the IEEE INDESCON Conference hosted by National Institute of Technology Rourkela. I also developed a conceptual architecture for a cloud computing device for enhanced network security, with a design application filed with the Intellectual Property Office.

