DevFlow AI Agent Automating Developer Workflows with Claude and MCP ActAlign: Zero-Shot Fine-Grained Video Classification A zero-shot framework that uses LLM-generated sub-action scripts and sequence alignment to classify fine-grained actions in video without any video–text supervision. Evidential Learning for Robust Classification A deep learning project focused on uncertainty-aware classification using Dirichlet-based evidential models improving F1 score by %10. Related Work Co-pilot An AI-powered assistant for drafting related work sections, combining large language models and arXiv with a human-in-the-loop approach for structured, iterative refinement. Django Image Processor A cloud-hosted web app for applying image filters in real-time using Django and Pillow. 3D U-Net a clean Pytorch implementation of 3D U-Net for volumetric medical images with a customized data pipeline. 3D Brain Tumor Segmentation The PyTorch implementation of the first-place winning model on the BRATS dataset for 3D brain tumor segmentation using MRI scans.
