# Montana Video

Government relations platform processing legislative video with multi-modal analysis, diarization, and vector search.

Source: https://www.iamfern.com/projects/montana-video

Role: Lead Developer

## architecture

- Distributed Cloud Run pipeline
- GCS Event Triggers -> Transcribe -> Vectorize
- Hybrid Vector + Semantic Search with Reranker

## sophistication

- Async state machine tracking
- Graceful fallback chains (Vertex Speech -> Whisper)
- Hash-based deduplication

## stack

- Google Cloud Run
- Vertex AI
- Firebase
- Next.js