Contact: fermat98jeff@gmail.com
Last updated: April 25, 2023
Skills
- Languages - Korean (Native), English (Fluent; See Certifications)
- Programming languages - Python, Java, C++, C
- Deep Learning Frameworks - PyTorch, TensorFlow
- Competitive Programming - See my profile at solved.ac
- Miscellaneous - Docker, Git, Linux, Bash, SQL
Experiences
AI Research Intern (Jun. 2019 - Aug. 2019)
- Project: Reinforcement learning AI to play turn-based card games
- Achieved significantly high win ratio against rule-based baselines with a RL-based AI
- Implemented a game environment and a self-play agent
that can improve itself using RL algorithms such as DQN and A3C
- Python, PyTorch, GCP
Undergraduate Research Intern (Advisor: Hee-Kap Ahn) (Jan. 2019 - Dec. 2019)
- **********Project: $L_1$ farthest object query problem in the presence of obstacles
- Answer a stream of queries asking for the farthest object from a query point by implementing a data structure to preprocess obstacle objects
- Utilized C++ STL data structure libraries to achieve nontrivially efficient time complexity
SK Telecom
Research Intern (Jun. 2018 - Aug. 2018)
- Project: Smart home user pattern prediction model
- Discover patterns in data collected from smart home hardware
- Experienced SQL queries and real-world RDBMS system containing millions of rows
Education
Korea Advanced Institute of Science and Technology (KAIST)
M.S. in Computer Science (Mar. 2020 - Feb. 2023)