About
Applied Mathematics student at UC Santa Cruz with a passion for data science and AI research. Published in ICML 2025 Workshop on cross-model semantic communication. Experienced in full-stack development, mathematical modeling, and cybersecurity. I leverage analytical thinking and programming expertise to build innovative solutions—from award-winning hackathon projects to research bridging theoretical AI concepts with practical applications.
Education
University of California, Santa Cruz
B.S. in Applied Mathematics (2024-2028 planned)
Affiliated Senior High School of NKNU
Kaohsiung, TW (2021-2024)
Publications
Direct Semantic Communication Between Large Language Models via Vector Translation
FuChun Yang, Jason Eshraghian
Forwarding the semantics of the first model to a second model
View Publication on ArXivLanguages
Mandarin Chinese - Native
Taiwanese - Native
English - Advanced (IELTS 6.5)
Japanese - Intermediate
Technical Skills
Programming
Certifications
Competitions
CruzHacks
Winner2025 | UC Santa Cruz Hackathon
Developed a Python backend server using Gemini API, FastAPI, and MongoDB. Awarded Best MongoDB Use.
Kaohsiung Science Fair - Mathematical Modeling
City 3rd Place2023 | Pandemic Isolation Policy Analysis
Built SEIR model with Python/Numpy for 9-grid isolation policy
ICDL IT Security Competition
National Top 5%2022 | Computer Skills Foundation
Mastered network security protocols and ranked among top 5% of 1,500+ participants
Achievements
- Published research in 2025 ICML Workshop and accepted
- 2025 CruzHacks - Best Use of MongoDB
- 2023 National Music Competition Choir Category - Excellence Award
- 2023 Rotary Youth Leadership Awards Seminar
- 2022 National Folk Song Competition Choir Category - Excellence Award
- 2022 FUN AI Winter Camp (NCKU, Tsing Hua University)
Inventions
- USB desktop fan (4th Grade)
- Robot mop with automatic water spray (5th-6th Grade)
- Insulin injection box (8th Grade)
- Cloud Wi-Fi sensor portable device (6th & 11th Grade)