👋 Hello, i'm Byeonghwi Park

🧑‍💻 What I do

• Research on Real-time System for AI
• M.S in Artificial Intelligence at Daegu Gyeongbuk Institute of Science and Technology (DGIST) (in progress)
  • Real-time Computing Lab (RTCL) (Advisor: Prof. Hoon Sung Chwa)
  • Research Interest
    • Real-time AI
    • Constrained Resource Management
    • Large Language Model (LLM) (especially MoE)
• B.S in Computer Science & Engineering at Chungnam Nat'l Univ.
  • GPA: 4.02 / 4.50

📒 Stacks

🔧 Tools

✉️ Contact

🏆 Awards

2024 Chuncheon AWS DeepRacer Championship - Autonomous Driving AI Fusion Competition

• Ganwon Information & Culture Industry Promotion Agency, Chuncheon (Sponsored by Amazon Web Services(AWS))
• Sep. 2024
• Achieved 1st place (Grand Prize)
• The competition focused on autonomous driving AI technology, where participants developed and optimized machine learning models for AWS DeepRacer, a 1/18th scale autonomous car.
• [News Link]

CNU & NHN Acacdemy Project Competition

• NHN Academy, Korea / Chungnam Nat'l Univ., Daejeon, Korea
• May. 2024
• Achieved 1st place (Grand Prize)
• Our team (Team No. 24) developed a high-performing backend service, which was recognized for its innovation and technical excellence in the final project assessment.
• [CNU-NHN Link]

2024 AWS DeepRacer Autonomous Vehicle Hackathon Competition at DSC Platform Univ.

• Daejeon Sejong Chungnam (DSC) Platform Univ., Daejeon, Korea
• Feb. 2024
• Achieved 1st place (Grand Prize) (Team: 졸프꺾기)
• The competition focused on autonomous driving AI technology, where participants developed and optimized machine learning models for AWS DeepRacer, a 1/18th scale autonomous car.
• [News Link]

2023 AI Convergence Autonomous Driving Competition AWS DeepRacer Championship

• Incheon Technopark, Korea
• Oct. 2023
• Achieved 6th place out of 8 teams (Team: Tokyo Drift)
• The competition focused on autonomous driving AI technology, where participants developed and optimized machine learning models for AWS DeepRacer, a 1/18th scale autonomous car.

2023 Software / Artificial Intelligence Project Fair

• Chungnam Nat'l Univ., Daejeon, Korea
• Jun. 2023
• Achieved Encouragement Prize
• Awarded a project presentation competition under the theme of 'Reinforcement Learning-based Autonomous Driving Racing Model Using AWS Deepracer'

📒 Activities

NHN Academy (Java Backend)

• NHN Academy, Korea / Chungnam Nat'l Univ., Daejeon, Korea
• Project: No24 Bookstore
  • Service: https://no24.store (terminated)
  • Github: https://github.com/nhnacademy-be5-no24
• Jan. 2024 - May. 2024

System Programmer Group Leader and Educator

• Dept. of Computer Science and Engineering, Chungnam Nat'l Univ., Daejeon, Korea
  (Prof. Hyungshin Kim)
• Jan. 2022 - Dec. 2023

Undergraduate Research Assistant at Programming Languages and Systems Lab

• Dept. of Computer Science and Engineering, Chungnam Nat'l Univ., Daejeon, Korea
  (Advisor: Prof. Eun-Sun Cho)
• Sep. 2023 - Dec. 2023

Data Analyst Internship

• Hankook Tire & Technology, Daejeon, Republic of Korea
• Mar. 2023 - Aug. 2023

Global AI / SW Talent Track

• Dept. of Computer and Information Technology, Purdue Univ., Indiana, U.S.
  (Advisor: Prof. Eric T. Matson and Prof. Anthony H. Smith)
• Apr. 2022 - Feb. 2023

Publication

Comparison and Analysis of Training Results of Reinforcement Learning-Based Autonomous Driving Model for Racing

• Korea Software Congress (KSC), pp. 1663-1665, Dec. 2023.
• https://drive.google.com/file/d/1RIHzdbDTLi92ozBCKK9_8VbJRxepcUWE/view

Prediction based Auto-Pilot Interface for Drone to Object Chasing using Historical TSPI Data

• IEEE International Conference on Control, Automation and Systems (ICCAS), pp. 774-779, Oct. 2023.
• https://ieeexplore.ieee.org/document/10316981