Your Admissions Plan

Executive Summary: Alex Chen's College Admissions Strategy

Alex, you are a highly competitive applicant for computer science programs nationwide. With a 3.92 GPA, a 1520 SAT, and a profile that blends technical depth with genuine community impact, you are positioned well — but at schools like Stanford and MIT, "well-positioned" means the real work is in differentiation, not qualification.

Where You Stand Right Now

Your academic metrics are strong. A 3.92 GPA and 1520 SAT place you comfortably within the middle 50% ranges for all three of your target schools. You won't be screened out on numbers — but at Stanford and MIT, neither will most applicants. Your metrics open the door; they won't walk you through it.

What sets you apart is your activity profile, which tells a coherent, compelling story: you are a builder who uses computer science to solve real problems and uplift others. Robotics (SLAM algorithms, state championship), ML research (a published paper on transformers for medical imaging as a high schooler), and Code Mentors (80+ students taught) form a tight narrative triangle of technical excellence, research rigor, and social impact. That coherence is rare and valuable. Your AIME qualification in Math Olympiad further reinforces quantitative depth.

Verdict Snapshot

• Stanford University — Medium Chance. Stanford's CS program is the most selective in the country, with admit rates for CS-intending students in the low single digits. Your profile is competitive, but Stanford prioritizes intellectual vitality and unique perspective. You'll need essays that go beyond listing achievements and reveal how you think. Your research publication and Code Mentors founding are strong hooks — lean into the why behind them.
• Massachusetts Institute of Technology — Medium Chance. MIT values builders and makers, which aligns well with your robotics and research work. Your published paper gives you a genuine edge that most applicants lack. However, MIT's holistic process weighs "match" heavily — they want to see that you'd thrive in MIT's collaborative, hands-on culture. Demonstrating that fit in your essays will be critical.
• Georgia Institute of Technology — High Chance. Georgia Tech's CS program is elite but admits at higher rates than Stanford or MIT. Your GPA, SAT, and extracurricular depth make you a very strong candidate here. This should be a confidence anchor in your list — a school where your profile genuinely excels, not a safety you're settling for.

Your Single Biggest Strength to Leverage

Your published research paper on transformer architectures for medical imaging. Having a genuine publication from a UW CSE lab as a high school junior is exceptional. Most CS applicants talk about wanting to do research; you've already done it and produced a tangible, peer-reviewed output. This is your sharpest differentiator at Stanford and MIT, where research culture is central. Every application — your essays, your additional information section, your recommender choices — should amplify this achievement and the intellectual curiosity that drove it.

Your Single Biggest Gap to Address

Narrative and essay strategy. Your profile has all the raw ingredients, but at Medium-chance schools, the deciding factor is almost always how you present your story. Right now, your activities could read as a checklist of impressive items. The gap to close is turning them into a unified personal narrative: What connects robotics, ML research, and teaching coding to underrepresented kids? What's the throughline? Admissions readers at Stanford and MIT spend roughly 15 minutes on your file — your essays must make that throughline unmissable.

Top 3 Immediate Actions

• 1. Draft your core narrative arc. Before writing any essays, write one paragraph that connects your robotics work, your research, and Code Mentors into a single story. What problem in the world are you trying to solve with CS? This "north star" paragraph will guide every essay and short answer you write. Do this before anything else.
• 2. Secure a research recommender from your UW CSE lab. A strong letter from your faculty mentor — one that speaks to your intellectual maturity, independence, and specific contributions to the published paper — will carry enormous weight at Stanford and MIT. Approach your mentor now, while your collaboration is fresh, and provide them with specific examples they can reference.
• 3. Deepen Code Mentors' impact before applications open. You've taught 80+ students, which is impressive. Now add a measurable outcome layer: How many students continued into CS courses? Did any enter competitions or build projects? If you don't have this data, start collecting it. Admissions officers want to see impact, not just activity. A founder who tracks and improves outcomes stands out from one who only counts participants.

Bottom line: Alex, you are not hoping to be competitive — you already are. Your task now is precision: sharpening your story, choosing the right recommenders, and ensuring every component of your application reinforces the same message. The students who get into Stanford and MIT at your profile level are the ones who leave admissions readers with a clear, memorable impression of who they are and what they'll build. That's your work between now and application season.