Introduction: AI Projects Helped Stand Out in College Applications Can a high school student build an AI that studies markets the way analysts do? That question launched this project. This is the story of Eeshan Ajmera , who set out to design a Stock Market Predictor a learning journey that brought together finance, data patterns, and machine intelligence. About Eeshan Eeshan has always been curious about why markets move the way they do. His interest wasn’t driven by tradin

Introduction What if the "perfect" passion project that admissions officers rave about isn't the most complex, but rather the most intentional? And what if your Passion Project could quietly demonstrate how you think, build, and care, in ways that test scores and generic clubs cannot? The Passion Project has become one of the few places where high-achieving students can still express their individuality. Not as a résumé filler, but as proof of intellectual direction. This gu

Introduction: High-Impact Finance Student Project AI in finance often feels distant reserved for banks, hedge funds, and experts. But what happens when a student steps into that world and asks, “Can I build something that genuinely protects people?” This is the journey of Merwan Santosh Indukuri , who set out to build Fraud Detect AI , a project that blends financial reasoning with machine learning to confront one of the biggest risks in modern digital payments. About the Stu

Introduction What if the extracurricular activity you choose this summer is more important than a higher GPA or an additional AP on your transcript? Every year, high-achieving students spend their summers attending camps, volunteering, and participating in generic programs, only to wonder why college decisions are still so unpredictable. The uncomfortable truth is that most summer extracurricular activity options appear identical to admissions officers. They blend together.

Introduction: AI Project That Strengthens College Applications In the world of finance, one question keeps rising: how do you teach a teenager to build something that protects thousands of people? This project started with that curiosity. This is the story of Ishaan Indukuri, who set out to create an AI-powered Credit Card Fraud Detector a project that blends finance, machine learning, and real-world impact. About the Student Ishaan has always been drawn to the logic of mar

Introduction: Passion Project Ideas for High School Students Every admissions office today is asking the same question: “Can this student think independently and build something real?” STEM passion projects are the easiest way to answer yes . They show initiative, problem-solving, and the ability to apply knowledge outside school. With the rise of AI, data science, and real-world STEM challenges, students now have more opportunities than ever to create projects that genuinely