AMS 691.01
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education

GetIn.AI: Your AI College Counselor

Personalized college guidance — chat, gap analysis, and an essay draft.

educationRAGmulti-turnstructured-outputClaude

By

Sai Ruthvik Madireddy

Semester

Spring 2026

Millions of students apply to college with zero personalized guidance. Professional counselors charge $200–500/hr, and first-generation and international students are often completely on their own.

Chat with an AI advisor or upload your resume to instantly get a personalized college list (reach / match / safety), gap analysis showing exactly what's weak in your profile, a step-by-step roadmap to your dream school, an AI-drafted personal statement per college, and co-curricular activity recommendations.

  • Chat with the AI or upload a resume and enter GPA, major, and dream college
  • Claude reads your profile and fetches live data from the College Scorecard API
  • Dashboard surfaces your college list, gap scores, roadmap, essay draft, and activity suggestions
  • Iterate — refine the essay, update the profile, and ask follow-up questions
  • Multi-turn conversational reasoning — chat advisor
  • Structured JSON output — scores, gaps, roadmap, essay
  • Document understanding — reads uploaded PDF resumes
  • RAG grounding — reasons over live College Scorecard data
  • Frontend: React + Tailwind
  • Backend: FastAPI + Python
  • LLM: Claude Sonnet 4
  • Data: College Scorecard API
  • Vibe coding: Claude AI