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Turn everyday workflows into automation opportunities. Symbiosis shows where AI can eliminate repetitive work.
Smarter matches. Stronger communities.
RootNet is an Open Source restoration system. Click anywhere, snap a photo, get a community driven restoration plan. Collaborate in real-time to heal ecosystems together. Your click changes everything
Biggest gap to learning a concept -> holes in your foundation You give us a concept -> break down into a graph -> diagnostic test to spot holes -> adapt graph to your holes -> personalized roadmap
A Flask API built to survive production — with load balancing, Redis caching, chaos engineering, and Discord alerting across multiple quest tiers.
An accessible, physics-based navigator for ocean cleanup
Drop one script tag on your site — visitors talk, AI answers using your own content.
Know what's going around before it takes you down. Anonymous, real-time illness reporting for Montreal. 4 taps, zero account, live heatmap. Community health data, finally hyperlocal.
1.5 million Quebecers have no family doctor. If they get sick today, they have three options: wait on hold for 811, sit in an ER for hours, or Google their symptoms. We built the fourth.
Invest in underground artists before they blow up, powered by real Spotify data and AI
The best way to start your business in Quebec.
Credo is an autonomous commerce demo where AI agents handle product discovery and fulfillment. Using x402 for M2M payments, it integrates orchestration and APIs into a real end-to-end loop.
Zelda style eczema app for kids and parents
AI voice agents that argue to get you better deals on your bills.
A (sort of) production-grade URL shortener built on the official MLH PE Hackathon 2026 template. Stack: Flask · Peewee ORM · PostgreSQL · pytest · GitHub Actions
A production-grade URL shortener with full observability, chaos testing, and automated CI/CD
Made with Love helps people reconnect with their roots through family recipes, stories, and guided cooking that makes culture feel personal, inspiring, and alive.
Track, understand, and shrink your carbon footprint—log emissions, see clear breakdowns, get AI guidance, and export reports you can actually use.
Calm, step-by-step crisis guidance for caregivers of autistic children - right when a meltdown is happening.
Production Grade URL shortner
Local-first, multi-model AI that turns a single retinal fundus image into a structured clinical-style report summary within seconds.
Approve what your agent can do. Auth0-backed OAuth.
We kill it on purpose so production never has to.
OmniGuard is a resilient API gateway with caching, load balancing, monitoring, and alerting that keeps latency low, handles traffic spikes, and recovers quickly from failures.
