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Aaron Chu
Full Stack · AI Engineering · Systems Architecture

I help teams engineer
high-performance edge systems, not just write code.

From architectural uncertainty to edge systems ready to scale — full-stack engineering, autonomous AI workflows, and high-craft digital systems.

8+ YearsSystems & Engineering Exp
40+Projects & Products Shipped
5Cross-Discipline Domains
<50msEdge-Native Global TTFB

Selected Work

Production Outcomes

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How I Work

A 4-phase execution framework.

From initial telemetry to production scale — engineering with speed, technical rigor, and zero consensus fluff.

Discovery & Telemetry01

01 Audit & Profile

I start with the bottlenecks, not just the wishlist.

Profile bottlenecks, trace failure points, and benchmark real-world latency before writing a line of code. The problem on the ticket is rarely the root architectural issue.

Systems Architecture02

02 Architect the Edge

I align strategy where decisions have the highest leverage.

Designing globally distributed edge pipelines, low-latency KV caches, and deterministic AI agent workflows with clear latency SLAs and cost guardrails.

Full-Stack Execution03

03 Ship in Code

Prototyping and shipping in production TypeScript.

Building alongside your engineering team: rapid PRs, high test coverage, strict types, and zero throwaway code. Showing a running edge prototype beats arguing for one.

Scale & Standards04

04 Systematize & Scale

Leaving your engineering practice stronger than I found it.

Automating CI/CD pipelines, enforcing test thresholds, and establishing reusable component tokens and edge design systems so your team ships with enduring velocity.

Next Steps

Let's build something extraordinary.

Have an edge latency bottleneck, AI agent workflow, or new digital product? Let's talk through your architecture.

Book a Discovery Conversation