CommonGrounds

Overview

CommonGrounds is a swipe-based discovery platform built at UofT Hacks 13. It helps students explore opportunities that reflect their evolving identity. Rather than forcing upfront self-definition, the app learns from user interactions to shape personalized recommendations.

Core Concept

The platform separates personal and professional exploration into two modes: Matcha Mode for hobbies and personal growth, and Coffee Mode for career interests and peer projects. This allows users to discover different facets of themselves without mixing signals.

Key Features

• Dynamic identity development through swiping and engagement
• AI-powered personalization using embeddings and cosine similarity
• Reflective analytics dashboard with AI-generated insights
• Continuous user profile updates based on interaction patterns
• Dual-mode exploration (Matcha Mode and Coffee Mode)

Tech Stack

Screenshots