Medical & Vision AI Project Research Intern with Radiomics-Pathomics CL Radiomics and Rathomics Contrastive Learning (RaPaCL) for Spatial Transcriptomics Prediction Club TAVE Team MediVision with 3D Medical SAM 3D Medical SAM with Frequency-based Dual-path Adapter Research Intern with EpiAgent Downstreams EpiAgent AD(Alzheimer Disease) Insilico task. Cell-type–aware extension of EpiAgent with LoRA Vision-Language Model for Multi-Choice Answer DACON 2025 Samsung Collegiate Programming Challenge AI (Developing a multimodal AI model to understand everyday photos in smartphone user galleries) K-Tour Memory Souvenir Studio with SDXL Gen A generative AI service that produces personalized souvenirs using elements of Korean tradition AI4Good Team Hackathon PPT2Braille Idea Assistive learning tool prototype that improves graphic accessibility for the visually impaired by converting elements from PPT slides (figures, texts, diagrams) into a Braille pad Safety Situation Detection with Grounding DINO An AI-powered safety alert system, which analyzes CCTV to detect dangers and alerts users via a mobile application, utilizing Grounding DINO model Ping-pong Robot Ball Detection Vision System We utilized OpenCV for its stereo vision system, a trajectory approximation algorithm for prediction, and a multiprocessing architecture to enable a fast response Course Term Project [Individual Task] Computer Vision Implementation Implementation of Robust Photometric Stereo, Structure From Motion, Supervised Depth Refinement [Individual Task] SVM Model Implementation Implementation of Support Vector Machines (SVM) from scratch [Team Project] Comp System with Cloud An educational project demonstrating cloud computer system concepts in Kubernetes by building and deploying a full-stack AI application [Team Project] Deep Learning Application A mobile application that uses a two-stage deep learning pipeline to detect meat in an image and classify its level of doneness [Team Project] C++ Object Orient Program A smart refrigerator management and recipe recommendation system in C++, demonstrating object-oriented programming principles
