Profile

  • Undergraduate of Electrical & Electronics Engineering at Yonsei Univ. (2011.03 ~)
  • Research & Development, ESTsoft, Seoul, South Korea (2015.11 ~)

Interesting areas

  • Deep Learning and Machine Learning
    • One Shot Learning
    • Manifold Learning
    • Generative Models
  • Signal Processing
    • Speech, Music, Instruments

Research Experiences

  • Digital Signal Processing Lab at Yonsei Univ. (2014.6 ~ 2014.12)
    • Robot Control by Server-based Speech Recognition Using GMM-HMM Algorithm

Work Experiences

  • Research & Development, ESTsoft, Seoul, South Korea (2015.11 ~)
    • Malware Detection and Prediction
  • Development & Service Planning at Startup team Soodal
    • Calendar-SNS service, WhenD [pdf]

Awards

  • LSIS award at ELECTRICAL AND ELECTRONIC ENGINEERING CAPSTONE DESIGN (2014.10.30) [pdf]
  • Excellence award from IoT Hackerton (2014.12.21) [pdf]

Programming Skills

  • Python, Tensorflow
  • JAVA, Android
  • C, C++

Recent Seminars

  • Research on Relationship between Loss Function and Target Probability Distribution @ ESTsoft AI mini seminar
  • Linear Algebra @ ESTsoft A.I.Plus Lab
  • Probability and Random Variables @ ESTsoft A.I.Plus Lab
  • Statistics and Machine Leanring @ ESTsoft A.I.Plus Lab

Personal Projects

  • Speaker identification, instrument identification

Study Group

  • Leader of AI Study Group in Yonsei Univ (2016.08 ~ 2017.08)
    • Materials : CS231n, Deep Leanring Book
    • Programming : Python, Tensorflow
    • Version Control : Git
    • IDE : Vim
    • Environment Setting : Ubuntu, Docker

Summarization