min lee cv

cv

curriculum vitae
web resume google scholar email

education

  • exp. 2027
    M.S. Computer Science Machine Learning
    georgia tech
  • 2026
    B.S. Computer Science Info-Internetworks / Intelligence
    georgia tech

experience

  • 2026.06 — 2026.08
    Software Development Engineer Intern Amazon Web Services
    • Returned to the Elastic Block Store VMDS team.
    ebs · vmds
    seattle, wa
  • 2025.08 — 2025.11
    Software Development Engineer Intern Amazon Web Services
    • Elastic Block Store VMDS team.
    ebs · vmds
    seattle, wa
  • 2024.01 — 2025.08
    Undergraduate Researcher Georgia Tech VIP Program
    • Core contributing author of the World Central Banks (WCB) dataset paper, published at NeurIPS 2025, introducing the largest monetary policy corpus to date and benchmarking state-of-the-art language models for stance, temporal, and uncertainty detection.
    • Implemented pipelines and filtration techniques to counter intentional mixed tone of central banks of countries such as the USA, South Korea, Turkey, etc.
    • Engineered a new dataset format which drastically improves classification accuracy of hawkish/dovish stances of the Fed using pre-trained language models.
    • Analyzed NLP models such as StockNet from mid-2010s using Python and TensorFlow, evaluating if the models hold accuracy with modern data.
    fintech lab
    atlanta, ga
  • 2024.07 — 2024.08
    Software Engineer Intern LG Innotek
    • Developed a trilateration localization system using BLE beacons from NXP, implemented in C and packaged with CMake, achieving 9 yard accuracy for Bluetooth device positioning.
    • Applied and trained the ECA-ResNet model using Python and TensorFlow on a RSSI localization system, improving vehicle tracking accuracy by 15% and identifying key error factors for further optimization.
    • Implemented a customized particle filter for UWB data, reducing location measurement error by 55% within an 10 yard range, enhancing mobile digital key functionality.
    seoul, south korea
  • 2021.09 — 2023.03
    Software Developer, Sergeant Republic of Korea Air Force
    • Mandatory military service.
    • Affiliated unit: Intelligent Information Systems Management Group (지능정보체계관리단).
    • Java, JavaScript, Python, ReactJS, ExpressJS, Spring Boot, SQL.
    지능정보체계관리단
    gyeryong, south korea

publications

  1. 2026.06 icml 2026 workshop on machine learning for audio

    Towards Truly Multilingual ASR: Generalizing Code-Switching ASR to Unseen Language Pairs

    Gio Paik, Hyunseo Shin, Soungmin Lee

    paper arxiv hugging face
  2. 2026.01 findings of eacl 2026

    HiKE: Hierarchical Evaluation Framework for Korean-English Code-Switching Speech Recognition

    Gio Paik, Yongbeom Kim, Soungmin Lee, Sangmin Ahn, Chanwoo Kim

    paper arxiv code dataset
  3. 2025.12 neurips 2025

    Words That Unite The World: A Unified Framework for Deciphering Central Bank Communications Globally

    Agam Shah, Siddhant Sukhani, Huzaifa Pardawala, Saketh Budideti†, Riya Bhadani†, Rudra Gopal†, Siddhartha Somani†, Michael Galarnyk†, Soungmin Lee†, et al.

    paper code dataset poster website