Kenneth Ng
Kenneth Ng · Full-Stack Software Engineer · NUS CS
AI-enabled platforms, shipped to production.
I build production systems for applied AI and complex workflows, connecting product interfaces, backend services, data pipelines, and cloud infrastructure.
Selected work
Projects that show how I work.
Selected platforms and infrastructure I have built or operated, spanning clinical AI workflows, LLM evaluation, surgical media tools, realtime multimodal AI, release engineering, and annotation data migrations. Click any project to expand the problem, implementation, and production impact.
How I work
From ambiguous workflow to a shipped system.
I start from the people and external systems involved, then define the application boundary, service responsibilities, data stores, async work, and production controls. The diagram below is a C4-style container view I use to reason about new systems before implementation.
// selected container
Backend API
serviceThe backend owns workflow state, authorization, integration contracts, and the API surface the product UI depends on.
// press "Run deploy" to watch the pipeline. // build → migrate → release → observe → recover.
What I use
Tools grouped by the work they support.
The languages, frameworks, data systems, AI services, and cloud tooling I use when building production systems end to end.
Background
Where I've worked and studied.
A resume-aligned view of the teams, platforms, and operational contexts that shaped how I build.
Get in touch
Drop me a line.
Always happy to hear from people building interesting things.
https://afroneth.com/contact?message=hello
| param | type | default | description |
|---|---|---|---|
message | string | "hello" | What you want to reach out about. |
Ready
- 200 OK — channels returned
- 418 I'm a teapot — out of coffee
- 429 Too Many Coffees — slow down
{
"email": "knjh30@gmail.com",
"linkedin": "linkedin.com/in/kenneth-ng-nus",
"github": "github.com/afroneth",
"location": "San Mateo, CA"
}