NetLoc8
An edge-native location intelligence platform built on Cloudflare Workers, combining distributed APIs, geospatial data pipelines, operational tooling, authentication, billing, and developer SDKs into a low-latency platform architecture.
Problem
Existing location intelligence platforms are often expensive, operationally rigid, slow to integrate, or poorly optimized for edge-native workloads. Developers need low-latency geospatial APIs with strong developer ergonomics and operational flexibility.
Solution
Architected and built a distributed edge-native platform on Cloudflare Workers using custom geospatial ingestion pipelines, compact binary shard distribution, operational APIs, and framework-level SDK tooling. Designed the system around low-latency edge delivery, extensibility, and operational scalability.
Role
Founder, system architect, and lead engineer
Technologies
Impact
- Achieved sub-50ms lookup latency through optimized data structures and edge-native delivery architecture
- Built custom geospatial ingestion and normalization pipelines combining multiple external datasets
- Published framework-native SDK tooling supporting Next.js server components, middleware, and client integrations
- Designed extensible platform architecture supporting future operational datasets including weather, demographics, and risk modeling
- Established foundation for developer-facing operational APIs and edge-native infrastructure services