- Built an end-to-end crack detection system using SegFormer for pixel-level segmentation, achieving 97.39% pixel accuracy and 73.23% Dice score. - Implemented crack width estimation, severity classification and built a FastAPI backend and Dockerized the application for scalable deployment. - Developed an interactive Gradio demo and deployed it on Hugging Face Spaces for real-time model visualization and testing.