Pei-Yu Lin
Davis
Summary
Senior undergraduate student at National Tsing Hua University, double majoring in Data Science and Computer Science. Experienced in algorithm design, GPU-accelerated computation, and distributed systems development. Energetic and self-disciplined, with a strong curiosity about the world, and enthusiasm for connecting with people from diverse backgrounds.
Overview
2
2
years of professional experience
Work History
Part-Time Tutor (Mathematics and Physics)
Tsinghua University
09.2023 - 04.2025
- Taught 8th-grade mathematics (trigonometric functions, simultaneous equations) and physical science (chemical reactions, wave interference, and diffraction), helping students develop logical reasoning and problem-solving skills.
- Organized students' homework assignments, designed exercises and tests, and analyzed and assessed students' abilities.
- Provided detailed explanations of concepts and used everyday games to train students' concentration, combining scientific teaching methods with cognitive psychology to enhance learning outcomes.
Intern Deepspeed Team
National Centre for High-Performance Computing
09.2023 - 08.2024
- Applied data parallelism techniques within the Deepspeed framework to enhance the efficiency of large-scale model training. This is closely related to distributed computing and parallel processing in computer science, enabling effective handling of big data and complex computational tasks.
- Assessed computational performance under different hardware configurations, exploring the performance differences between single-GPU and multi-GPU systems. This involves hardware acceleration and performance optimization techniques in computer science.
- Analyzed model convergence rates based on different batch sizes and iterations, executing the training process, and performance evaluation of machine learning models.
- Utilized Nsight System tools for performance analysis and tuning, improving code and system efficiency.
- Employed AnomalyGPT for anomaly detection and analysis, involving anomaly detection and intelligent analysis techniques.
Education
Bachelor of Science - Interdisciplinary Program of Science
National Tsing Hua University
Taiwan06-2025
Skills
- Computer skills: C, Python, R
- Operating System: Linux
- Chinese: fluent
- Korean: TOPIK Level 1 (Test of Proficiency in Korean), obtained Oct 2023
Timeline
Part-Time Tutor (Mathematics and Physics)
Tsinghua University
09.2023 - 04.2025
Intern Deepspeed Team
National Centre for High-Performance Computing
09.2023 - 08.2024
Bachelor of Science - Interdisciplinary Program of Science
National Tsing Hua University
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