Montana Video
Government relations platform processing legislative video with multi-modal analysis, diarization, and vector search.
GovRel Intelligence Platform · Role: Lead Developer
Architecture
- Distributed Cloud Run pipeline
- GCS Event Triggers -> Transcribe -> Vectorize
- Hybrid Vector + Semantic Search with Reranker
Engineering approach
- Async state machine tracking
- Graceful fallback chains (Vertex Speech -> Whisper)
- Hash-based deduplication
Technology stack
- Google Cloud Run
- Vertex AI
- Firebase
- Next.js