CV

Masters in Computational Social Science

Visiting Scholar, Department of Computer & IT

Bachelor of Economics
Bachelor of Engineering in Software Engineering (Data Science Track)

Research Assistant

• Developed and implemented a multi-agent simulation framework using AutoGen & LLMs (e.g. Llama 3.1 70B) to predict future scholarly collaborations and research topics based on historical publication data.

Research Intern – Data & Sustainability

• Led a pilot project to automate the ratings system through data crawling, API communication, SVM, AI model fine-tuning in Python, successfully transitioning the project into a main initiative within the APAC Research team
• Developed a Python-based document search tool using OOP paradigm (3000+ lines of code) to streamline retrieval of sentences with specified keywords from internal databases (e.g., 10-K and corporate reports), significantly reducing manual review time for dozens of senior analysts
• Automated due diligence, web scrapping, corporate report translation, GIS & asset mapping using Python

Research & Data Intern

• Led research on the status of SDGs in the ASEAN region, focusing on Sustainable Development Goal (SDG) 4, 9, 16, and 17. (Hypothesis testing, Dataset collection, Data analysis in R and Python, and Data visualization)
• Prepared statistics for over 5 international conferences using household survey microdata (DHS & MICS)
• Delivered statistics training for 20+ government officials across 10 ASEAN countries, providing instruction in the R programming language from basic syntax to fundamental statistics and logistic regressions

Technical Engineer Intern

• Leveraged Computer Networking & Cloud knowledge to effectively communicate and demonstrate the value proposition of solutions/products to clients with Engineering/Sales team across APAC
• Taught computer networking fundamentals and guided topology implementation for students at a CSR event

Visiting Scholar, Department of Computer & IT

• Developed a Perception system for Autonomous Vehicles on ROS & Linux at a Jetson Nano computer
• Tested LiDar, RGB-D cameras, & GPS sensor, and collected & preprocessed raw data
• Developed 3 C++ classes and integrated them into the ORB-SLAM2 backbone system

IT Audit Intern

• Cleansed and preprocessed large-scale ledger data from 60 Korean companies, using SQL, VBA, and Excel

Police Sergent

• Duerto-Valero, Sara, et al. "ASEAN Gender Outlook 2024." UN General Assembly (UNGA), Sept. 27, 2024.
• Kim, SK, et al. "Korea Discount and Corporate Governance." MSCI Inc., 2024.

• Heo, Seongil, et al. "Outdoor visual SLAM and Path Planning for Mobile-Robot." In 2022 Sixth IEEE International Conference on Robotic Computing (IRC) , pp. 296-301. IEEE, 2022.

• Maroon Research Scholarship, The University of Chicago ($60,000)

• Bright Society Scholarship, Kyung Hee University

• SW Festival Grand Prize, Kyung Hee University
• Advanced Data Analytics Semi-Professional Certificate, Ministry of Science and ICT

• Bright Society Scholarship, Kyung Hee University
• Software-Membership Scholarship, Kyung Hee University
• Public Data Analysis Certificate, National IT Industry Promotion Agency
• Big Data, AI education Certificate & Top Prize (160 hours), Seoul Business Agency