u/Happy_Reason_1491

Junior with AI + Quant + Finance Projects — Will This Impress Rich Ivy People or Nah

Hi i've been looking through all these crazy profiles on this sub and i refuse to believe that these aren't the cream of the crop type applicants to t20 schools. i wanted to know if these stats + ecs are what a normal t20 applicant has, and if i need to beef it up further. appreciate any feedback 🙏

Demographics

  • Gender: Male
  • Race/Ethnicity: Asian
  • State: Arizona
  • School Type: Public High School
  • Income: Middle / Upper-Middle Class

Intended Major: Finance/Economics

Academics

GPA:

  • 3.85 UW / ~4.5 W

Class Rank:

  • NA

Test Scores:

  • 1510 SAT 740 RW 770 M (retaking in June/August)

Awards

  • AP Scholar with Distinction
  • National Speech & Debate Association seals

(No major national awards, i think this is the biggest hole in my app)

Coursework:

  • Maxed out APs and honors classes

Extracurriculars

1. Founder & Co-President — AI in STEM (Phoenix Chapter)

  • Co-founded the Phoenix chapter of an international student-led AI initiative
  • Led 10+ workshops and community events introducing Artificial Intelligence concepts to hundreds of students and the public
  1. Vice President - Speech and Debate Club
  • Helped double the club membership
  • One of the first debaters at my school to break multiple rounds
  • Seal of Distinction member

3. Data Science / Machine Learning Intern — Drippy AI

  • Worked with startup team on ML/data science tasks
  • Built data analysis tools and helped develop OCR technology, which eventually ended up in production
  • Youngest member in the cohort

4. AI Tool Development for Tutoring Company

  • Built and maintained a tutoring company website
  • Used AI tools to generate SAT/ACT-style practice questions
  • Helped automate content generation

5. Personal Investment Portfolio

  • Earned money through various side hustles and invested
  • Beat the S&P 500 for 4 years in a row by an average of 20%
  • Worth around ~2K

6. Investment Club Founder + President

  • Started the school's first investment club
  • Grew total membership to 50+ students
  • Ran an investment challenge between the students

7. Personal Finance / AI Project

  • Built a dashboard for financial research and uploaded as open source project and app
  • Website traffic and research runs reached 500+ users at peak
  1. NHS
  • Nothing major, just volunteered
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u/Happy_Reason_1491 — 14 hours ago