GAUSSIAN PREP FRAMEWORK

I've been through a lot of practice questions and exams since last year. As I only had six months left until the deadline and literally no academic profile, the only way for me was to start preparing from 0 and work hard.

Thanks to my tutor, Miragha Gafarzada, preparing for SAT Math and AP Calculus BC never felt as if I was running out of prep material. But I recognized that this was a real issue: some exams lacked adequate preparation materials, and this made the student community stress over it.

In May 2026, after AP exams were done, I was at the course. My tutor offered me the opportunity to code an AI model for the upcoming website of the course. I immediately took the offer.

It was going to be an SAT Math question generator.

However, for three months, due to understandable issues, no progress was made. Finally, in September, I had the whole question bank with me, which my tutor provided. I had freshly finished the Cicero project and saw it as reasonable to code the generator the same way.

During coding, I noticed something: if any kind of dataset of questions was provided, regardless of what exam program it was, this framework was able to generate whatever the user asked it to.

I flipped everything and coded it as a whole prep framework.

Gave it the name "Gaussian", as Gaussian in mathematics means evenly distributed, which symbolizes equal access for students to prep materials without room to worry.

It became "Gaussian PREP Framework" just like that!