Developed a model in Python, which predicts the stock price change of a company by applying NLP techniques to news text data
Received Excellence Award at 2022 KAIST ISysE Research Day
Data Science Consultant
Harmonic Analytics
11.2021 - 6 2022
Provided data-driven solutions to complex problems and optimization tasks for a diverse range of clients
Developed a dynamic cost modeling tool for the New Zealand Transport Agency which forecasts spend profiles of their major projects under user-defined scenarios
Applied data mining techniques to discover hidden relationships between alarms and events data for an electricity distribution company
Teaching Assistant
Faculty of Engineering, the University of Auckland
03.2020 - 11.2021
Helped with grading assignments and tests, providing constructive feedback to students based on results
Data Analyst Intern
Seguros Sura Colombia
01.2021 - 04.2021
Optimized SQL queries on COVID-19 pandemic data for faster processing times, increasing overall productivity within the team
Enhanced data visualization capabilities for better decision-making
Education
Master of Science - Industrial & Systems Engineering
KAIST
02.2025
Bachelor of Engineering - Engineering Science
The University of Auckland
09.2022
Skills
Language Proficiency - Native in English & Korean; Basic in Spanish
Programming Languages - Python, R, MATLAB, SQL, and SAS
Activities & Achievements
2024, Annual Conference Presentation, 대한산업공학회, Analysis Framework for Deriving Patient Sharing Communities in Hospital Networks
2023, Annual Fall Conference Presentation, 대한산업공학회, Patient Sharing Network Analysis of South Korean Hospitals using NHIS Claims Data
2023-2024, 지역 필수의료 제공체계 진료권 조정 프로젝트, 국립중앙의료원
2022, 1st Place, FIELD Camp Competition, 대한산업공학회
2021, Research Project : "Optimisation of the charging schedule for a fleet of electric vehicles", Department of Engineering Science, the University of Auckland
2021, New Zealand Geospatial Hackathon Finalist, Ministry of Business, Innovation & Employment
2020, Research Project : "Characterization of dairy product components using raman spectroscopy data", Department of Engineering Science, the University of Auckland