Greetings! I'm Kyuhwan Shim 🤗
Master's Student @ Graduate School of AI, Seoul Nat'l University
My research is focusing on the intersection of visual grounding and leveraging multimodal models for real-world reasoning as an agent. My long-term goal is to develop robot-learning paradigms to address real-world problems by enhancing visual reasoning and grounding objects with language understanding. I participated in Team TIDYBOY-DSPL, where we achieved Finalist (3rd place) in the Robocup@Home DSPL League.
I'm pursuing my MS Degree at Biointelligence Lab in Seoul Nat'l University, advised by Prof. Byoung-Tak Zhang. I received my Bachelor's Degree from Sogang University in Computer Science. Previously, I worked as a Machine Learning Engineer Intern at Nota Inc., where I developed YOLO-based detection models at the ITS Team. I also co-founded and worked as a Senior Designer at OCONNECT Student Venture, based at UNIST.
Curriculum Vitae
CV (PDF)
Recent projects
Camera Invariant Domain Adaptation
Risk Rating Model for Small Business Owners (Winner)
Jeju Island Travel Route Recommender System for Eco-Friendly & Gen-MZ (Winner)
LG Aimers 2 : Data Intelligence
My research field encompasses computer vision and deep learning systems, spanning the intersection of computer science and mathematics. I’m interested in data science which can solve problems in reality logically, particularly focusing on data analytics and statistical method. Recently, I have an interest on semantic segmentation and domain adaptation field and aggressively participating in various contests.
I strive to achieve the goal of enhancing human lifestyles through my own reasoning.
I enjoy extracting insights from diverse datasets, utilizing cutting-edge models to solve real-world problems.
With a passion for Deep learning & Data, I have a strong foundation in engineering and
scientific disciplines. Continuously improving my skills,
I'm particularly interested in applying language models and state-of-the-art techniques to contribute to
collaborative problem-solving.
News
Undergraduate Researcher @ BI Lab, Seoul Nat'l U.
Dec 28, 2023
Advised by Byoung-Tak Zhang
Samsung Electronics Talent Pool (Top 15%) @ Samsung AI Challenge
Sep 18, 2023
Camera-Invariant Domain Adaptation Challenge
ML Engineer at Nota Inc.
Mar 15, 2023
Pleased to be working as a Machine Learning Engineer Intern at ITS Team of Nota Inc.
Grand Prize in Gangseo-gu Data Competition
Mar 13, 2023
Awarded the Grand Prize for developing a Risk Rating Model for Small Business Owners in Gangseo-gu using the Credit Rating Model. This project was awarded by the Mayor of Gangseo-gu Office.
LG Aimers Finalist @ LG AI Research
Mar 31, 2023
Finalist in Phase 3 Online Hackathon for Smart Factory Product Quality Status Classification AI Online Hackathon with LG Aimers.
Winner of BIGCONTEST Data Analytics Innovation League 2022
Dec 23, 2022
Received the Grand Prize (Runner-Up) for the project on Carbon Footprint Calculator & Eco-friendly JEJU travel route Recommender System, showing a deep commitment to environmental sustainability and data-driven solutions.