Back to projects
PrototypeFull-StackTeam of 4
Optimal Route Finder
Multi-AI pipeline: ASR with Whisper, NLP with BERT for named entity recognition, then Dijkstra for optimal route computation. Microservices API Gateway, Redis caching and OpenStreetMap integration.
92 %
NER accuracy
< 3 s
Route computation
88 %
Voice transcription accuracy
Stack
Next.jsFastAPIBERTWhisperDijkstraRedisDockerOpenStreetMap
- Microservices API Gateway separating transcription, NLP and route computation
- Redis caching to respond in under 3 seconds
- OpenStreetMap integration for map data
- Functional end-to-end prototype
- Route computation in under 3 seconds
A question about this project?
Contact me