Jaehee Lee

Jaehee Lee

Researcher / Developer / Student

About Me

I am a Master's student at KAIST, specializing in Data Science. With a solid foundation in Machine Learning and Deep Learning, I am passionate about pushing the boundaries of AI to solve complex, real-world challenges.

Education

KAIST

Master's Degree, Data Science | Mar 2026 - Present

Under the supervision of Prof. MunYong Yi

GIST

Bachelor's Degree, Electrical Engineering and Computer Science | Mar 2021 - Feb 2026

Total GPA : 3.9/4.5 | Major GPA : 4.2/4.5

Seoul National University, South Korea

Spring Extension | Mar 2025 – Jun 2025

Korea Advanced Institute of Science and Technology, South Korea

Summer Extension | Jun 2024 – Jul 2024

University of California, Berkeley, CA

Summer Extension | Jun 2023 – Aug 2023

Hana Academy Seoul, South Korea

High School | Mar 2018 – Feb 2021

Research Experience

AIoT Laboratory

Jan 2025 – Sep 2025

Undergraduate Researcher at SNU

Topics: Federated Learning, On-Device AI, Vision-Language Model

Paper: Global Pivots, Local Unknowns: Stable Federated Open-Set Semi-Supervised Learning (Published in JKAIA '25, to be appeared).

HCIS Laboratory

Jan 2024 – Jun 2024

Undergraduate Researcher at GIST

Topics: Computer Vision, 3D-Human Pose Estimation, HCI

Paper: "Intelligent Seat: Tactile Signal-Based 3D Sitting Pose Inference" (Published in UbiComp Companion '24).

Key Awards & Honors

Nov 2025

3rd Prize, Creative Space G AI&IoT Makerton

Developed "ZipPT", a smart home-viewing record assistant utilizing IoT sensors and LLM.

Jul 2024

Presidential Science Scholarship

A prestigious national scholarship in South Korea awarded to outstanding students in science and engineering.

May 2024

Top 100, Google Solution Challenge

Ranked in the top 100 out of 4,750 global teams with the project "Moodista", an emotion-aware mental health content recommendation platform.

Mar 2024

3rd Prize, AWS Hackathon

Entrepreneurship & Work

Co-Founder, Startup 1004-finder

Feb 2023 – Dec 2023

Developed an AI-based donation recommendation system. Secured 60 million KRW funding from the Ministry of SMEs and Startups.

Patent Holder

"Donation group clustering and recommendation system" (No. 10-2023-0184967).

Teaching Assistant

Fall 2024 | GIST

Introduction to Algorithms.

Technical Skills

AI/ML

PyTorch, TensorFlow

Languages

Python, C++, JavaScript, Dart

Tools & Deployment

AWS, Firebase, Docker, Kubernetes, Flutter, Node.js