signal online Asaqe Lee --:--:-- UTC rev 2.2
03 Asaqe.

signal / backend engineer · technical writing

TOKYO · instrument panel

Asaqe Lee

AI-Augmented Fullstack Signal & Backend Engineer. Systems that run. Writing about how they fail.

  • 5G NOMA
  • SIC
  • Go
  • PyTorch
  • MCP
  • Ghost
  • writing 8
  • lab 6
  • runtime ghost / cf / gcp
  • latency 142MS

Signal Stack

Capability layers — from RF theory to deployable runbooks.

6 modules
L1 rf / theory

5G NOMA & SIC

Power allocation, successive interference cancellation, link budget modeling.

88%
L2 backend

Go Services

Concurrent pipelines, API gateways, observability-first service design.

92%
L3 ml

PyTorch / AI

Model serving hooks, training loops, augmentation for signal datasets.

76%
L4 agents

Orchestration

OpenClaw, MCP, multi-agent routing, failure recovery discipline.

85%
L5 infra

Deploy & Edge

Ghost, Cloudflare, GCP, Nginx Proxy Manager, Headroom stacks.

90%
OUT output

Writing

Judgment logs — how systems fail, how design choices hold up over time.

active