At SmarTech ISI Athena, I design Agentic AI systems for intelligent 5G/6G network management and automation. I also build MLOps pipelines for Root Cause Analysis workflows, model experimentation, deployment, and monitoring.
At SmarTech ISI Athena, I designed and deployed a reusable MLOps infrastructure platform using AWS, Terraform, and Docker. I built CI/CD pipelines with GitHub Actions for automated testing, container builds, and deployment workflows.
My research at the High-Performance Computing Lab, CEID, focused on a parameter-efficient federated multi-task learning framework using Swin Transformers and DoRA fine-tuning. It surpassed full fine-tuning baselines while reducing trainable parameters by more than 90%.
I'm developing a powerlifting video-analysis app that estimates barbell velocity and movement dynamics. I also developed CEIDass, a RAG assistant for academic information retrieval, using document preprocessing, semantic chunking, and tool-based routing.
