Gemma 4 Challenge: Build With Gemma 4 Submission
This is a submission for the Gemma 4 Challenge: Build with Gemma 4
What I Built
Find-Your-Route is an edge-aligned, high-throughput civic transit co-pilot and real-time ecological impact dashboard built with an extreme focus on backend architectural optimization, low-latency pipeline performance, and offline resilience.
By applying production-grade backend engineering principles, such as semantic Redis caching, upstream rate-limiting protection, and decoupled micro-pipelines, the system bridges the gap between raw physical tickets and immediate, intelligent transit routing. Commuters upload a photo of a physical paper ticket and receive custom-tailored travel itineraries alongside visual greenhouse gas offsets in under two seconds.
