Moongi Choi
ML, Wireless Communication
Daejeon
Summary
B.S. student in school of electrical engineering in KAIST with minor in computer science.
Overview
3
3
years of professional experience
5
5
years of post-secondary education
Work History
Reporter for School of Electrical Engineering
EE Newsletter
6 2023 - Current
- Report on ICT Expo Korea 2023
- Report on Alumni on Wireless Communication Field
Lab Intern
Prof. Kang Junhyuk
04.2023 - Current
- Training on communication system including OFDM, MIMO, RTN
- Multiple paper reviews on fields including NOMA optimization, SIC, Semantic Communication
- Created ML, Information Theory based Source Channel communication model (NTC, JSCC)
Lab Intern
Prof. Bae Hyunmin
2 2021 - 9 2021
- Mathematical Design of Hyperthermia Feedback System using Pennes Bioheat Equation in 2 dimensional grid
- Design and Experiment on prototype of Hyperthermia System using Raspberry Pi
- Presented research findings to supervisors through clear and concise reports, providing valuable insights into ongoing projects.
- Coordinated and managed laboratory projects and experiments.
Army Sergeant
Republic of Korea Army
11.2021 - 03.2023
- Honorably discharged after a year and a half of service
- Duty of coastal surveillance
- In charge of surveillance device and record management
Education
Undergraduate Program - Electrical Engineering | Computer Science
KAIST
Daejeon 02.2019 - Current
Skills
Machine learning
Wireless Communication
ML based Wireless Communication System
ML Project Experience
Digital Skills
PyTorch, Signal Processing, C, C++, Scala, Matlab, Python, Git, Latex
Activities
- Forest Academic Club, 09/01/2019, 30/06/2021, Half year of deputy
- MR Robot Academic Club, 01/09/2019, 31/08/2020, Participation of SW Education Competition
Project Experience (from Lectures)
- Operating System - Completed Pintos Project
- Graph Machine Learning and Mining - Novel research project experience with "Graph pooling with additional cyclic node representations - with better initialization and representation"
- Statistical Learning - paper review and simulation on "On the Tradeoff Between Robustness and Fairness", "On User-Level Private Convex Optimization"
- Big Data Analysis - Project on "Recommender System on Netflix Challenge"
- Machine Learning - Kaggle Project on "Casaba Leaves Image Classification"
Timeline
Lab Intern
Prof. Kang Junhyuk
04.2023 - Current
Army Sergeant
Republic of Korea Army
11.2021 - 03.2023
Undergraduate Program - Electrical Engineering | Computer Science
KAIST
02.2019 - Current
Reporter for School of Electrical Engineering
EE Newsletter
6 2023 - Current
Lab Intern
Prof. Bae Hyunmin
2 2021 - 9 2021
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