🔍 FoundYou – AI-Powered Matchmaking for Hackathons & Startup Events

💡 Inspiration

At most tech events and hackathons, meaningful connections happen by chance. But what if attendees could find the right collaborators before the event even starts? We built FoundYou to eliminate guesswork and empower attendees to make the most of their time—by connecting them with aligned cofounders, hackers, and builders before day one.

💼 What We Built

FoundYou is an AI matchmaking assistant that activates before an event begins. When participants register, they can opt-in to our platform. FoundYou then:

• Analyzes participant goals, skills, and interests through natural conversations
• Matches them with complementary peers attending the same event
• Provides a clear explanation for each match (no black-box AI)
• Encourages attendees to connect early and meet up on-site

Key Features

• Smart Conversations 💬

  • Natural chat interface with our AI guide, Synthia
  • Personalized responses about the event and opportunities
  • Intelligent profile building through conversation

• Intelligent Matching 🧠

  • AI-powered compatibility scoring
  • Matches based on:
  • Technical skills and expertise
  • Project interests and goals
  • Communication style and working preferences
  • Complementary needs and shared vision

• Hackathon Expertise 🏆

  • Built-in knowledge about event details
  • Real-time information about tracks and resources
  • Guidance on project validation and milestones

🧠 How It Works

Technical Stack

• AI Engine: Groq's blazing-fast LLaMA 3.3 70B for real-time reasoning
• Backend: Python Flask server handling profile parsing + matching
• Frontend: Lightweight responsive UI for browsing matches
• Storage: JSON-based opt-in profiles and chat summaries
• Deployment: Hosted on Heroku with instant onboarding flow

Matching Process

1. Profile Building

   • Natural conversation with Synthia
   • Analysis of technical skills and interests
   • Understanding of project goals and working style

2. Match Generation

   • AI analysis of compatibility factors
   • Scoring based on complementary skills
   • Detailed match explanations

3. Connection Facilitation

   • Clear match recommendations
   • Shared interests and potential projects
   • Next steps for collaboration

🚀 What We Learned

• People are more likely to attend when they feel they'll meet the right people
• Pre-event engagement boosts collaboration and retention
• AI explainability matters—people want to know why they matched
• Simplicity wins: fewer fields, smarter matching
• Natural conversation beats form-filling for profile building
• Real-time matching needs robust rate limiting and error handling

🔮 What's Next

• Partner with hackathons and AI meetups for live pilot events
• Enable real-time in-event messaging and calendar syncing
• Roll out rich attendee dashboards with shared project boards
• Support custom event tags like "looking for cofounder", "AI enthusiast", etc.
• Implement advanced matching algorithms for larger events
• Add support for team formation and project ideation
• Integrate with popular event platforms and tools

🌟 Why FoundYou?

• Save Time: No more scrolling through endless profiles or awkward networking
• Better Matches: AI-powered compatibility scoring ensures meaningful connections
• Smart Guidance: Get insights about the event while finding your perfect match
• Real-time Updates: Stay informed about event details and opportunities
• Natural Experience: Build your profile through conversation, not forms
• Transparent Matching: Understand why you matched with someone

Whether you're a seasoned hacker or a first-time participant, FoundYou helps you find your ideal team and maximize your event experience. Let's turn "Who should I team up with?" into "Let's build something amazing together!" 🚀

Built With

• groq