Co-Ride | Easy Ride Sharing!

Sharing rides, easier and faster than ever before, with AI 🚀

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🌠 Inspiration

✨ Ever noticed how sometimes the journey is just as important as the destination? We were inspired by the idea of not just getting from Point A to Point B, but making that journey memorable, efficient, and eco-friendly! Using Google Cloud ☁️, Streamlit ⭐, GoDaddy Domains ⚙️, & more! Check out our websites: The App (with GoDaddy Domain!) https://www.co-ride.biz/, and the Streamlit API https://co-ride.azurewebsites.net/

🚗 What it does

📍 For our awesome commuters: Simply plug in your start and finish spots! Our algorithm 🧠 will light up the best path 🛤 and select the perfect driver 🚘 to whisk you away. Dive into the 'matches' tab to see your ride buddy!

🔧 And for the amazing drivers out there: You're not just a driver, you're a car owner too! Feed in some details about your car, and voila! Know instantly if your vehicle needs a pit stop or some tender loving care.

🛠 How we built it

🖥️ Backend Magic:

  • 3 fabulous algorithms working hard for you! While one traces the best driver for a commuter based on their routes, the other two are your car's health detectives 🔍, predicting engine status and maintenance needs using some cool regression and classification.
  • FastApi connected our algorithm magic to the world out there, with Microsoft Azure lifting them into the cloud. ☁️
  • Bid farewell to CSVs! SQL db is our new bestie.

💻 Frontend Glam:

  • React is our canvas, where we painted a login, sign-up, and even a bye-for-now (logout) page.
  • Our matching page? Lit up with Google Cloud's map API! 🌍 As for setting up your commuting vibes, Google Cloud has our back again.
  • All the other jazz? Just smooth frontend inputs dancing 💃 with backend tunes.

😓 Challenges we ran into

🔗 Making the backend and frontend hold hands was... tricky. 🌩 Deploying our brainy algorithms into the cloud was no walk in the park either.

🏆 Accomplishments that we're proud of

🚀 Built some power-packed ML models and, not to brag, but our website is looking snazzy!

📚 What we learned

🤝 ML isn't just for fancy tech stuff; it's a matchmaker, connecting users in ways we hadn't imagined!

🔜 What's next for Co-Ride

  1. 🎯 Aiming for an even sharper matchmaking algorithm to make commutes smoother.
  2. 🚗 For our dear drivers, expect a quick car health checkup feature that'll be your vehicle's new BFF!
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