JENIOUS

Dear ISPAD Community,

I am currently a high school junior in Atlanta, USA. I started my research on youth diabetes last summer when I was doing research at University of Chicago. Later, I worked with a professor at Georgia Institute of Technology, USA, where we focused on developing machine learning models for youth diabetes risk prediction.
Most recently, I developed YouthDiabetes.ai, a web application that leverages these models to predict diabetes risk and utilizes Generative AI (LLM) to provide personalized risk management plans. The model was trained using the latest comprehensive youth diabetes datasets from the Icahn School of Medicine at Mount Sinai.

I invite you to explore the tool www.youthdiabetes.ai and would welcome any feedback. I am also available to conduct a seminar or demonstration for those interested in seeing the application in action.

I can also offer the following help to the ISPAD community.
Data Science & Analysis: Advanced proficiency in Python, R, and web application development.

AI & Machine Learning: Specialized experience in predictive modeling, generative AI, large language models. (I am a USA AI Olympiad Competition bronze medalist) .

Bioinformatics: Hands-on experience with single-cell and bulk-cell genomic analysis.

Thank you for your time and for the work you do for the diabetes community.

Best regards,

Sophia Wang [email protected]

Created: 21 Mar 2026 07:03:04 PM