Jaymin’s AI Research Journey: From Passion Project to Princeton University Science Fair Winner
Exploring the Power of AI
Multi-wavelength Classification of Active and Star-forming Galaxies on the BPT Diagram with Supervised Machine Learning Models
When Jaymin joined the Inspirit AI + X 1:1 Mentorship Program, he was eager to dive deep into the intersection of artificial intelligence and astrophysics. After exploring several ideas with his mentor, he landed on a project titled Multi-wavelength Classification of Active and Star-forming Galaxies on the BPT Diagram with Supervised Machine Learning Models.
Jaymin chose this topic because of his long-standing interest in astronomy, and wanted to explore how AI could drive real-world impact in this field.
“I worked on a computational astrophysics project titled, “Multi-wavelength Classification of Active and Star-forming Galaxies on the BPT Diagram with Supervised Machine Learning Models.” Essentially, it takes two kinds of galaxies and improves upon the current standard in astronomy by using new data and machine learning to classify.
As I had previously been interested in astrophysics before starting this project and had done multiple research projects before, I was able to discuss with my mentor and come up with a topic in high-energy astrophysics based on newly released data and his experience in the field.”
One-on-One Mentorship That Makes a Difference
For Jaymin, the most valuable part of the 1:1 Mentorship Program was building invaluable research skills and receiving feedback from experts in the field.
Working closely with a PhD mentor from Caltech, Jaymin gained not only technical knowledge but also the confidence to ask bold questions, iterate on ideas, and learn from failures. The structured yet flexible nature of the program helped them go from concept to publication-ready research in just a few months.
“I think the most valuable part of the 1:1 mentorship program is the research experience that I gained. Thanks to doing research in computational astrophysics with Inspirit AI, I got a glimpse into something that I’d like to continue pursuing in the future, and was able to experience things that many high schoolers cannot say they have.
For example, I got to meet professional astrophysicists at research conferences across the country, and I not only presented my work to them, but also received feedback and asked them questions as well.”
From Research to Recognition: Jaymin’s Awards and Achievements
His project has since earned Jaymin recognition in several prestigious venues. His work was accepted into the Astronomical Society of the Pacific, AAS 245 & APS Global Physics Summit, and even won the 2024 Princeton University Science Fair, showcasing his contribution to cutting-edge high school research.
Beyond the accolades, the experience gave Jaymin a major confidence boost in their academic journey. Next year, he will be attending Princeton University and will continue exploring the intersection of AI and astronomy through further research and coursework.
About the Inspirit AI 1:1 AI + X Mentorship Program
The Inspirit AI 1:1 AI + X Mentorship Program is a personalized research experience designed for ambitious high school students interested in exploring the intersection of artificial intelligence and their unique areas of interest—ranging from medicine and neuroscience to climate science, economics, and beyond.
Students are paired with expert mentors from top institutions like Stanford, MIT, and Harvard, who guide them step-by-step through the process of designing, developing, and writing a publication-ready AI research project. The program equips students with both the technical skills and research mindset needed to produce original work, with the ultimate goal of submitting their projects to top high school journals, science fairs, and competitions.
The Value of Building an AI Research Project as a High Schooler
Publishing a research project as a high school student offers a powerful opportunity to stand out academically, demonstrate initiative, and showcase a deep commitment to learning beyond the classroom. It not only strengthens college applications by highlighting intellectual curiosity and advanced problem-solving skills, but also gives students experience with real-world scientific communication and academic rigor.
Whether submitted to a peer-reviewed journal or a high school research publication, having published work signals to universities and scholarship committees that a student is capable of producing meaningful, original contributions to their field of interest—something few high schoolers can claim.
Ready to turn your passion into a published AI research project? Apply to the Inspirit AI 1:1 AI + X Mentorship Program today and work one-on-one with expert mentors from top universities to bring your ideas to life. Spots are limited—take the first step toward making your mark in the world of AI research!
