Arnold Zhou (周亚诺)
Email: arnoldchow@outlook.com
GitHub: github.com/arnold117
Location: Singapore / China
## Education
Master of Science
Yong Loo Lin School of Medicine, National University of Singapore
2023 - 2025
Focus: Machine Learning for Digital Phenotyping, Wearable Sensing, Light and Health
Bachelor of Engineering
Nanchang Hangkong University
2019 - 2023
Major: Computer Science and Engineering
## Research & Work Experience
Research Assistant
TUMCREATE, Technical University of Munich
2024 - Present
Working on machine learning applications for wearable sensing and digital phenotyping. Focus areas include:
- AI-driven light exposure classification using wearable spectral data
- Development of participant-wise cross-validation frameworks
- Integration of α-opic metrics and spectral power distribution analysis
Volunteer
GEEKCON2023 (DARKNAVY)
2023
Contributed to one of China's largest maker fairs as a volunteer organizer.
## Technical Skills
**Programming Languages:** Python, C/C++, Java, MATLAB
**Machine Learning:** PyTorch, Scikit-learn, TensorFlow, Graph Neural Networks
**Data Analysis:** Pandas, NumPy, SciPy, Data Visualization
**Tools & Platforms:** Git, Linux/WSL, Docker, Jupyter
**Languages:** Chinese (Native), English (Fluent)
## Research Interests
- **Digital Phenotyping:** Using wearable sensors and mobile data to characterize human behavior and health
- **Wearable Sensing:** Novel applications of spectral sensors, IMUs, and physiological monitors
- **Light and Health:** Understanding the impact of light exposure on circadian rhythms and well-being
- **Graph Machine Learning:** Application of GNNs to biomedical knowledge graphs and link prediction
## Selected Projects
For detailed project descriptions, code repositories, and results, please visit the [Projects](/projects) page.
Last updated: November 2025