AI College Admission Assistant Platform Development

Muhammad Fareed

๐ŸŽ“ AI College Admission Assistant โ€“ Inspired by GoodGoblin.ai Tech Stack: Next.js, Tailwind CSS, FastAPI, LangChain, OpenAI API, MongoDB
An AI-powered platform designed to support students in the U.S. college application process. The app uses LLMs to provide real-time guidance and automate key parts of the application workflow.
Key Features:
๐Ÿง  SmartMatch: AI-powered college and major recommendations based on student profile
๐Ÿ“ Essay Coach: Generate outlines, rewrite essays, and get feedback with GPT-4
๐Ÿ“Š Admission Predictions: Uses historical data + embeddings to suggest odds of success
๐Ÿงพ Integrity Guard: Ensures human tone and avoids AI overuse in writing
๐Ÿ” Role-based Access: Students, Parents, and Counselors with separate dashboards
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Posted Jul 6, 2025

Developed an AI platform for U.S. college application support.

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