Experienced Full-Stack Developer Needed to Build AI-Powered College Matchmaking MVP


Project Overview: I’m looking for an experienced full-stack developer (or small development team) to build an MVP for College Navigator AI—a platform that helps students discover their best-fit colleges and majors using AI-driven recommendations. The MVP should support up to 1,000 users with a scalable foundation for future growth. The platform will leverage AI models to analyze user inputs and suggest colleges based on their academic background, interests, and career goals. Users should also be able to interact within a forum to discuss topics like applications, career paths, and college experiences. ________________________________________ Scope of Work: 1. User Authentication & Profiles • Email and password sign-up/login (Google OAuth preferred). • Basic user profiles with the ability to save favorite colleges. 2. AI-Powered College Matching • Users answer a short questionnaire about academics, interests, and goals. • AI recommends top colleges & majors based on data analysis. • Colleges are ranked based on compatibility score. 3. Forum & Community Feature • Users can create & participate in forum discussions (topics like applications, studying abroad, choosing a major, etc.). • Commenting, liking, and basic moderation tools. 4. Frontend Development (Preferred: React or Next.js) • Simple, modern UI aligned with the existing College Navigator landing page. • Responsive design (desktop & mobile). 5. Backend & AI Integration (Preferred: Node.js/Python + OpenAI API) • Develop AI-based recommendation system using OpenAI API or a basic ML model. • Database for storing user data, college info, forum discussions (Firebase, PostgreSQL, or MongoDB). 6. Deployment & Hosting • Hosting setup on AWS/GCP/Firebase (recommend best option). • Ensure scalability & performance for ~1,000 users initially. ________________________________________ Tech Stack (Recommended, Open to Suggestions) ✅ Frontend: React.js / Next.js ✅ Backend: Node.js (Express) or Python (FastAPI/Django) ✅ Database: Firebase, PostgreSQL, or MongoDB ✅ AI: OpenAI API / Custom ML Model ✅ Hosting: AWS / Google Cloud / Vercel / Firebase ________________________________________ Ideal Developer Skills & Experience

Web Design Web Development Front-End Development Back-End Development Artificial Intelligence Computer Vision Desktop Application Machine Learning Model Node.js Amazon Web Services Python Software Development DevOps CSS HTML

 

Fashion Designers with Ideas

Hello! I'm looking to chat with fashion designers that have ideas for businesses in the apparel space: Overlooked niches Trending concepts Taking something that is working Fabric or tech based I would like to speak to someone who has ideas of their own or who is tied in...

View Job
Seeking Expert to Secure Traditional Book Publishing Deal

I am looking for an experienced professional to assist me in securing a book publishing deal with a traditional publisher. The ideal candidate will have a deep understanding of the publishing industry, strong networking skills, and a proven track record of successfully ...

View Job
Real Estate Leasing Data and Tenant Activity Comp Analysis

We are seeking an experienced real estate analyst to provide comprehensive comps for leasing data and tenant activity. The ideal candidate will analyze current market trends, identify comparable properties, and summarize tenant engagement metrics. This analysis will aid...

View Job