I am passionate about bringing powerful and responsible intelligence to edge devices.
Pursuing Master's degree in Integrated Technology @ Yonsei Univ
What I want to make with technology is something that understands the world better and providing right help.
My research interest is mainly mobile computing.
To make the dream possible I'm working on these kinds of topics.
Point of view in understanding the world
- efficient & realtime LLM inference on mobile devices & robots
- Surroundings & Human Context Understanding via Sensing
Point of view in teaching the model in ethic way
- Federated Learning
- Advanced class student in KNU Computer Engineering Education Institute for Gifted Dec. 2014 ~ Dec. 2015
- B.S. Computer Engineering in Hongik Univ Mar. 2021 ~ Feb. 2025
- M.S. Integrated Technology in Yonsei Univ Mar. 2025 ~
-
EISlab@Yonsei Univ Feb. 2024 ~ Present
- Master's Degree Student Mar. 2025 ~ Present
- Undergraduate Intern Feb. 2024 ~ Feb. 2025
- LLM
- efficient LLM inference & Agentic AI
- Timeseries data understanding in LLM
- Federated Learning | Continuous Learning
- Efficient FL
-
HCSlab@CAU Dec. 2022 ~ Feb. 2025
- Undergraduate Intern Dec. 2022 ~ Feb. 2025
- SCG detection using RF & RFID radar | RFID
- Developing a 3D-Printed Smartphone-Based Heart Sound Auscultation System for Affordable and User-Friendly Home Use
-
VAST Jan. 2020 ~ Aug. 2023 - website
- Founder & Mobile lead
- ARA Service
- Mobile(iOS | Android) Native Development
- Project to make service that enables data transfer without OS barrier Organization
- UIST '25 Poster Enabling Ubiquitous High-Fidelity Cardiac Auscultation via Integration of Smartphone and 3D Printing Technologies
- Eunhwa Lee*, Joonhee Lee, Siyun Lee, Junhyub Lee, Si-Hyuck Kang, and Hyosu Kim*
- Arxiv '25 (Under review) Paper LLM-based Question-Answer Framework for Sensor-driven HVAC System Interaction
- Sungmin Lee, Minju Kang, Joonhee Lee, Seungyong Lee, Dongju Kim, Jingi Hong, Jun Shin, Pei Zhang, JeongGil Ko
- Review Committee @ NAEK's Engineering Technology Book 2024 ~ Present
- P.EYE Jul. 2023 ~ Present
- 2025 President
- 2024 Lead of Software Dept
- Managing Software development & Interactive wall devlopment
- 2023 Software developer
- VR interaction & SW infrastructure(Check-in system / Website) development
- Member @ NAEK YEHS(ํ๊ตญ๊ณตํํ๋ฆผ์ ์ฐจ์ธ๋๊ณตํ๋ฆฌ๋) Sep. 2022 ~ Present
- 2023 Associate Director in Dept of Human Resource
- 2024 2nd place 5th Creative Bridge Festival
- 2024 Scholarship KFOC
- 2024 1st place KU-Cambridge Campus Sharing Economy MAKEathon
- 2021 2nd place Sejong CCEI Make-A-Thon
- vibTouch
- Mogak project
- place recommendation service to meet user's mood, and needs using ML/DL to find image ambiance, and review comment analysis.
- Dum-E : A small AI robotics project. LLM Reasoning, performing the task by robot arm.
- HomemadeNN : Making Neural Net only using Numpy & Pandas.
- SKDM : Mobile sensor based keyboard stroke decode model. Using only Acceleration & Audio from mobile device. Upto 93% of the accuracy was achieved.
- LNDT-Private Repo : Making P2P system that doesn't require internet access while achieving data transfer with iOS & Android & MacOS & Windows : This is part of ARA project
- Penso project : Gaze tracking system project, for 'deep learning' learning purpose (Nov, 2021~)
- RE project : Up-cycling project, making application that can make old smartphone into smart home hub & smart speaker. This project also has intent to reuse old smartphone which is very hard to be thrown away
- mobile ํ๊ธ์๊ณ-Maintaining projet(์๋๋ก์ด๋ ๊ฐ๋ฐ) : Maintaining & small updates (2018~)
- New Sense-Finished : Obstacle warning item for safe bike riding (2018)
- WAG-Stopped : Stands for Water, Air, Ground; project to make drone that can go on air, underwater, on ground for emergency situation (2014~2019)
- Speaker @ GDSC Hongik 8th Dev Seminar : "All about Side Project" watch
- Speaker @ GDSC Ehwa : "Figma for SW development and cooperation"
- Mentor @ ์์ธ๋ฐ ๋ฉํ ๋จ (Aug. 2022 ~ Feb. 2023)
- Project display @ SOSCON(Samsung Open Source Conference) 2017
- exhibition list | article
- Presenting WAG project
- Speaker @ ์์ธํ์ ์ผํฐ ์ 5ํ ๊ธฐ์ ๊ณต์ ํ 2017
- Introduction to opensource technology in UAV system & modeling light weight frame on various materials
- Introduction to Quantum Theory to IT
- Quantum Computing and Fundamental of Information
- LLM : CS224n..
- Implementing Neural Network on new HW platform such as Quantum Computer or Neuromorphic Computer
- Compling AI