kirtan User

I've co-authored and presented IEEE iCoMET 2026 research on CNNs versus Vision Transformers for image manipulation detection, and contributed to a solar panel segmentation system that achieved 93.38% IoU and 96.56% Dice Score. I manage AI/ML work end-to-end, including annotation workflows, model training, and deployment with PyTorch, FastAPI, and Docker.

I've also built production-style applications, including JobTracker at Elevvo and PrepAI, an AI-driven interview preparation platform with JWT authentication, resume analysis, mock interviews, and performance dashboards. My work spans computer vision, RAG-based learning tools, MERN development, and accessible AI experiences.