5G NOMA & SIC
Power allocation, successive interference cancellation, link budget modeling.
88%
Capability layers — from RF theory to deployable runbooks.
Power allocation, successive interference cancellation, link budget modeling.
Concurrent pipelines, API gateways, observability-first service design.
Model serving hooks, training loops, augmentation for signal datasets.
OpenClaw, MCP, multi-agent routing, failure recovery discipline.
Ghost, Cloudflare, GCP, Nginx Proxy Manager, Headroom stacks.
Judgment logs — how systems fail, how design choices hold up over time.
INFRASTRUCTURE STACK
ALIGNMENT WITH INTERACTION