Data & Signal Engineering
Problem → Approach → Deliverables → Tech stack → FAQ. Built for security and scale.
Problem
- Messy ingestion
- No quality gates
- Signals not reproducible
Approach
- Ingestion + storage + signal layer
- Quality gates and lineage
- Operational monitoring and ownership
Deliverables
- Reference architecture
- Data handling boundaries
- Quality gates checklist
- Monitoring/observability plan
- Documentation + runbooks
Tech stack (example)
Object storageStreaming/BatchFeature/Signal layerDB/warehouseOpenTelemetry
FAQ
Do you implement MLOps?
Yes—aligned with your infra and governance constraints (including LLM ops where relevant).