About Macro Cosmos
Macro Cosmos is the only navigation platform built specifically for San Diego and the San Francisco Bay Area — powered by the people who actually live and drive here. Instead of trying to out-map Google, Waze, or Apple, we focus on what those apps overlook: hyperlocal traffic knowledge, real-time community reports, and the local businesses along your route.
Our one-liner: Macro Cosmos is the navigation app that puts local knowledge and local community first — for the commuters, parents, and neighbors of San Diego, San Francisco, Oakland, and Berkeley.
Why not just use Google Maps?
You can — for the fastest freeway route, the giants are hard to beat, and we're not trying to reinvent that. But those apps are built for the whole planet, so they treat every city the same and skip the details that matter to a neighborhood: which streets flood, where the school-zone slowdowns hit, the hazard a neighbor flagged this morning, or the local coffee shop worth a two-minute detour. Macro Cosmos is built around local knowledge and community input — exactly the things a billion-dollar global map has no reason to prioritize for your block.
What makes us different
- Hyperlocal intelligence: tuned to San Diego, San Francisco, and Alameda streets, hazards, and routes — not a generic global model.
- Community-powered: real drivers report accidents, hazards, and delays as they happen, so the map reflects your streets right now.
- Local business discovery: we surface and support the small businesses along your route — something the big apps have no reason to do for your community.
- Predictive, traffic-aware routing: adjusts before congestion builds, using official San Diego, San Francisco, and Alameda open data.
Our Mission
Reduce traffic frustration and improve road safety by giving everyday commuters navigation tools that actually understand their community. We believe technology should respond to local needs — and that the people who drive these streets every day know them better than any algorithm built for the entire globe. Macro Cosmos turns that local knowledge into a smarter commute.
Who We Are
Macro Cosmos was created by a student-led team passionate about transportation, machine learning, and civic innovation. We're combining computer science with real-world problem-solving to build something that truly benefits our community.
- Lead Developer: Ahaan Vaidyanathan
- Design & UX: Collaborative work on Figma
- Backend & AI: Flask, Scikit-learn, and REST API integration
- Testing & Feedback: Students, teachers, and local residents
Join Us
Whether you're a California commuter, a curious developer, or just someone who wants to improve transportation in your community — we invite you to be part of our journey. Report hazards, share feedback, or contribute ideas. Macro Cosmos is for everyone.
Helpful Links
Thank you for supporting local innovation. We're just getting started 🚗