I like working on problems that combine applied research with production reliability. Here are a few representative projects from industry, research, and hackathons.
- Integrated IoT sensors and CCTV video streams to automate traffic management, anomaly reporting, and fleet coordination for a smart city initiative. - Tuned vision models for low-powered edge devices, balancing accuracy with latency to …
- Designed an item response theory based scoring pipeline that maps GRIT traits to adaptive survey questions with literature-backed correlations. - Automated data collection with Selenium and generated synthetic samples via GANs to balance …
- Built complaint intake, employee management, and service logging for students and staff, shipping both Android and web clients. - Implemented end-to-end data model and MySQL backing services to keep updates reliable under heavy student …