I am a second-year student in the MACSS program at the University of Chicago, passionate about using cognitive modeling 🧠 to better understand mental processes in individuals with and without mental disorders. My research focuses on developing multi-modal, real-world frameworks in computational psychiatry that integrate diverse data streams—such as real-time inputs from wearables, smartphones, and behavioral monitoring—to continuously track mental and cognitive changes across different timescales. Through these models, I aim to bridge the gap between theoretical insights and practical clinical applications, empowering clinicians with tools for dynamic diagnostics and personalized treatment strategies.
In parallel, I explore how people make decisions ⚖️ by incorporating reinforcement learning and sequential sampling models. This line of research seeks to develop AI-powered diagnostic and therapeutic methodologies 🩺, advancing mental health care beyond traditional psychological assessments.
Additionally, I study human creativity ✨ by building cognitive models such as compositional stroke embedding for drawing and NLP-based methods for narrative analysis. This work helps uncover the underlying cognitive processes behind creative expression, which, in turn, offers new perspectives on mental health and well-being.
By connecting these threads, my goal is to develop comprehensive frameworks that advance both the understanding of cognition and the practical delivery of mental health care, combining insights from creativity, decision-making, and psychiatric modeling into meaningful, real-world applications.
- 💪 I’m now preparing for the upcoming PhD application cycle;
- 🤝 Welcome collaboration on research projects studying creativity, decision-making, & computational psychiatry;
- 🌱 I’m now honing web development & deep learning skills;
- 👨🏻💻 Most of my projects are available on Github;
- 📫 Feel free to ping me on LinkedIn;
- 📝 Checkout my CV;
- 🌐 Discover more about me on my personal website;
- 📚 During my spare time, I enjoy 🎱, 🏀, 🥾, and 📸.
