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---
layout: default
title: Kyuhwan Shim
description: Vision Researcher | Senior Undergradate at Sogang U.
---
{% assign projects = site.data.main-project.project %}
{% assign news = site.data.news.list %}
<div class="container pt-3 pb-4">
<h4>Greetings! I'm Kyuhwan Shim 🤗</h4>
<h5><span style="color: #003478">Master's Student @ Graduate School of AI, Seoul Nat'l University</span></h5>
<!-- Header Introduction -->
<p class="mt-3">
<!-- I am a graduate student at the <a href="https://snu.ac.kr">Graduate School of Artificial Intelligence</a>
in <a href="https://snu.ac.kr">Seoul Nat'l University</a>, -->
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 <a href="https://drive.google.com/file/d/1yyCWi4MkYYWbNUV8-AbZZB9h1Yd3N081/view?usp=drive_link">Team TIDYBOY-DSPL</a>, where we achieved <a href="https://drive.google.com/file/d/1I0jE7nnWiEHefcE5POKJSnxS68QTiFjW/view?usp=drive_link">Finalist (3rd place)</a> in the <a href="https://athome.robocup.org/">Robocup@Home DSPL League</a>.
</p>
<!-- RoboCup 2024 Participation -->
<p class="mt-3">
<!-- I participated in RoboCup 2024, where our team TIDYBOY-DSPL competed in the Robocup@Home league with Toyota HSR-B. Our team's goal is to apply general solutions from deep learning and robotics to solve real-world home service problems. I constructed a real-time object detection module for the robot to understand the environment, based on YOLOv10. In 2024, we became the finalist (3rd place) in RoboCup 2024 in Eindhoven, Netherlands. -->
</p>
<p class="mt-3">
I'm pursuing my MS Degree at <a href="https://bi.snu.ac.kr">Biointelligence Lab</a> in Seoul Nat'l University, advised by <a href="https://bi.snu.ac.kr/~btzhang">Prof. Byoung-Tak Zhang</a>. I received my Bachelor's Degree from <a href="https://sogang.ac.kr">Sogang University</a> in Computer Science. Previously, I worked as a Machine Learning Engineer Intern at <a href="https://nota.ai">Nota Inc.</a>, where I developed YOLO-based detection models at the ITS Team. I also co-founded and worked as a <a href="https://connectoconnect.notion.site/CONNECTOCONNECT-1680e2899b6b49b79cdd7b7d226a1511">Senior Designer</a> at <a href="http://oconnect.kr/">OCONNECT</a> Student Venture, based at <a href="https://www.unist.ac.kr/">UNIST</a>.
</p>
<!-- Mailto -->
<a href="#" class="cryptedmail" data-name="kyuhwan.shim" data-domain="snu" data-tld="ac.kr"
onclick="window.location.href = 'mailto:' + this.dataset.name + '@' + this.dataset.domain + '.' + this.dataset.tld; return false;">
<i class="fa-solid fa-envelope" style="margin-right: .3rem;"></i>
</a>
<br>
<!-- Curriculum Vitae -->
<a href="https://underthelights.github.io/cv/" class="document-link">
<i class="fa-solid fa-file" style="margin-right: .3rem;"></i> Curriculum Vitae
</a>
<br>
<!-- Curriculum Vitae .pdf ver-->
<a href="https://underthelights.github.io/cv.pdf" class="document-link">
<i class="fa-solid fa-file-pdf" style="margin-right: .3rem;"></i> CV (PDF)
</a>
</div>
<!-- Projects -->
<div class="container">
<p style="font-weight: 500 !important; text-transform: uppercase;">Recent projects</p>
<div class="row mt-2">
{% for project in projects limit: 4 %}
<div class="col-6 col-md-3 mb-3 mb-md-0 align-self-center">
<img src="{{ '/assets/images/main-project/' | append: project.image | relative_url }}" alt=""
style="height: auto; width: 100%;">
<p class="pt-2 mt-md-2"
style="font-size: .9rem; font-weight: 400 !important; line-height: 1.1rem; text-align: center;">{{
project.title }}</p>
</div>
{% endfor %}
</div>
<div class="d-flex flex-row-reverse mt-4">
<a href="{{ 'project' | relative_url }}" style="font-size: .95rem; font-weight: 500 !important;">> View All</a>
</div>
</div>
<div class="container pt-3 pb-4">
<p class="mt-3">
<!-- Research Fields -->
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.
</p>
<p class="mt-3">
<!-- Vision -->
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 <strong>Deep learning & Data</strong>, 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.
<br>
</p>
</div>
<div class="container">
<!-- News -->
<p style="font-weight: 500 !important; text-transform: uppercase;">News</p>
<div class="row mt-4">
{% for new in news limit: 6 %}
<!-- Each news item is contained in a fixed height div to maintain uniformity -->
<div class="col-12 col-sm-6 mb-4" style="height: 150px; display: flex; flex-direction: column; justify-content: space-between;">
<div>
<p class="mb-0" style="font-size: 1rem; font-weight: 400 !important;">{{ new.title }}</p>
<p class="mb-1" style="font-size: .85rem; font-weight: 200 !important;">{{ new.date | date: "%b %-d, %Y" }}</p>
<p style="font-size: .95rem; font-weight: 300 !important;">{{ new.description }}</p>
</div>
<hr>
</div>
{% endfor %}
</div>
<div class="d-flex flex-row-reverse mt-4">
<a href="{{ 'news' | relative_url }}" style="font-size: .95rem; font-weight: 500 !important;">> View All</a>
</div>
</div>