Edge AI Systems
Designing inference systems that can run in constrained environments where latency, privacy, and resilience all matter at once.
- On-device inference planning for mixed connectivity environments
- Serving strategy for constrained compute and hybrid hardware fleets
- Operational observability and maintenance playbooks for field systems
