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- Capstone project "Emotion-based Multimodal Learning Model for YouTube Video Highlight Detection"
- Undergraduate researchers from Applied Probability Lab (Reinforcement Learning Lab)
- 2022 Construction of a reinforcement learning baseline called 'Sim-baseline' in Applied Probability Lab
- 2022 a Start-Up Club Project PINGPONG AI
- Participation of the Korea Computer Conference (KCC2022)
- Mini BEAR Engineering Research Program
- Python/Java/C Instructor at High Media Computer Academy
- LIKELION 8TH
- Completion of the National Finance Master Course for the Young
- University Student Online Education Donation Program
- Ambassador of Seoul National University of Science and Technology

- IT App Development Contest (Gold Award🥇-2022)
- Global Challenger (Gold Award🥇-2022)
- Winning 'SIGIJUCJUL' start-up competition for the start-up club project "PINGPONG AI" project (Winner Award🏅-2022)
- 3rd place in Artificial Intelligence Competition for Sustainable Energy Utilization (Bronze Award🥉-2022)
    - Published: Korea Institute of Electronics and Korea Production Technology Institute
    - Using the multi-agent reinforcement learning algorithm
- IT Service Development Contest (Silver Award🥈-2021)
    - Develop an accounting automation program "EASY Financial Audit Program" using OCR technology
- IT Service Idea Project Management Contest (Gold Award🥇-2021)
- SeoulTech Pathfinder Program Ontact Activities (Silver Award🥈-2021)
    - Youtube: https://www.youtube.com/watch?v=R7-4NuJzNok
- Java Programming Competition (Silver Award🥈-2021)

- ADsP (Data Analysis Quasi-expert)
- IELTS 6.5/9.0

- PYTHON (programming language / data mining / business analytics)
- JAVA (operating systems design)
- C programming (operating systems design)
- R (Introduction to statistical processing)
- SQL (database management)
- KOTLIN (mobile programming)