Project
OccluMap
Backend and infrastructure for a dental imaging platform.
Stack
Key Contributions
- Designed the backend architecture and service boundaries
- Built the Rust API server and core data flow
- Integrated the ML pipeline with autoscaling serverless compute
- Managed storage design and inference handoff across services
Technical Depth
- Separated the API layer from the inference layer so the product could scale ML workloads independently of standard request traffic.
- Balanced latency and cost by using serverless compute for inference-heavy paths instead of keeping expensive workers warm all the time.
- Designed the storage and data flow around large imaging assets, persistent metadata, and desktop-driven workflows.