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jlstdio/README.md

header

๐Ÿ˜Ž About Me

As a student researcher at Yonsei University and Chung-Ang University, I am passionate about bringing powerful and responsible intelligence to edge devices.

research interest

  • HCI, Edge device AI
  • Federated Learning
  • Sensor Data Analysis: Extracting useful insights(features) from the sensor data

Curriculum Vitae

CV - May 2024.pdf

๐Ÿ“ฎ You can contact me on...

Gmail Badge : [email protected]

๐Ÿ“š Education

๐Ÿ”ฌ Experience

  • Undergraduate Intern @ EISlab@Yonsei Univ Feb. 2024 ~ Present

    • Federated Learning | Continuous Learning
      • Efficient FL
      • developing FLT: A FL tool for fast and easy experiments without using a massive experiment setup but on a single server.
    • A Study on Intelligence Using Embedded Sensors. Especially human context-aware.
  • Undergraduate Intern @ HCSlab@CAU Dec. 2022 ~ Dec. 2024

    • SCG detection using RF & RFID radar | RFID
    • Developing a 3D-Printed Smartphone-Based Heart Sound Auscultation System for Affordable and User-Friendly Home Use
  • Founder & Mobile lead @ VAST Jan. 2020 ~ Aug. 2023 - website

    • ARA Service
      • Mobile(iOS | Android) Native Development
      • Project to make service that enables data transfer without OS barrier Organization

๐ŸŽ™๏ธ Activities

๐Ÿ† Honors & Awards

๐Ÿงฉ Side Projects

0๏ธโƒฃ Currently

  • vibTouch
  • Mogak project
    • place recommendation service to meet user's mood, and needs using ML/DL to find image ambiance, and review comment analysis.

0๏ธโƒฃ Waiting

  • Dum-E : A small AI robotics project. LLM Reasoning, performing the task by robot arm.

2๏ธโƒฃ Finished

  • 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 ํ•œ๊ธ€์‹œ๊ณ„-Maintaining projet(์•ˆ๋“œ๋กœ์ด๋“œ ๊ฐœ๋ฐœ) : 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)

๐Ÿ“Ž ETCs

I was involved in...

Stuffs I'm learning/doing in my free of free time

Pinned Loading

  1. ARA-developer/ARA ARA-developer/ARA Public

    Sync through OS

    HTML 1

  2. HangulClock HangulClock Public

    HangulClock Android Version

    Java 23 5

  3. vibTouch vibTouch Public

    Python