Natural Language Processing, Dialog system, Healthcare AI, Generative AI (image GenAI)

Dataset construction, Evaluation system for AI

mental health care, start-ups, product management

System Architect Engineer at Samsung Electronics (2018.01-2021.02)

Internship at Atommerce Inc. - Mindcafe (2015.09-12)

Internship at Cognitive Modeling Lab, Korea University (2015.07-11)

EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records [paper]
Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi,
NeurIPS Track Datasets and Benchmarks 2022

Towards the Practical Utility of Federated Learning in the Medical Domain [paper]
Seongjun Yang, Hyeonji Hwang,  Daeyoung Kim, Radhika Dua, Jong-Yeup Kim, Eunho Yang, and Edward Choi, 2022
CHIL 2023

Korea Advanced Institute of Science and Technology (KAIST) (2023.09 - present)
PhD candidate in Artificial Intelligence
Advisor : Edward Yoonjae Choi

Korea Advanced Institute of Science and Technology (KAIST) (2021.03 - 2023.06)
M.S. in Artificial Intelligence
Advisor : Edward Yoonjae Choi

Korea University (2013.03-2018.02)
B.S. in Industrial Management Engineering

Simon Fraser University (2016.09-2017.04)
Exchange Student Department of Statistics & Actuarial Sciences

2022 E*5 KAIST - KAIST Startup Audition Outstanding Team prize

Excellent Project Achievement Award, Samsung Electronics DIT Center (2019)

Second Place (Silver Prize), Korean Institute of Industrial Engineers Undergraduate Project Contest (2015)
Research about Extracting GOMS Unit Operators in Mobile Environment [link]

Instructor in Machine Learning at Data Diving

In-company Instructor in Data Science at MES Team in Samsung Electronics

Staff Leader of Korea University in FIELD  (2015)
* FIELD : Korean Industrial Engineering Undergraduates Academic Society