SP graduate with 1 year of production experience shipping enterprise Java, React Native apps, and computer vision pipelines. Aspiring AI developer with eyes on cloud — currently prepping AWS CLF-C02, Solutions Architect next. Open to roles in Singapore — S Pass sponsorship welcome.
I came into Singapore Polytechnic as a software development student. I thought I'd spend three years writing CRUD apps and call it a career. The internship had other plans.
Eleven months at Reachfield taught me what no tutorial covers: enterprise systems don't look like tutorials. You inherit code from 2014. The spec lives in someone's head. The device you're integrating has three forum posts about it, all unresolved.
Somewhere in that mess, I got handed a YOLO crowd-counting task — and that was the first time I realised models aren't magic, they're just math that someone wrapped nicely. I built EmotionVision next, then a Bedrock chatbot, and the pattern kept holding: the interesting work isn't calling the API, it's understanding what the API is hiding.
"The world doesn't need more people who can call an API. It needs people who understand what the API is hiding."
Cloud is where I'm headed next — CLF-C02 now, Solutions Architect after. Not because certifications matter, but because I want to know where the abstractions leak before I have to find out at 2am.
I'm looking for a team that builds things worth building — and will let me ask too many questions about why the abstraction exists before using it.
Real production work, real users, real consequences when it breaks.
From hackathon wins to enterprise production systems.
Open to junior software engineer and AI developer roles in Singapore. S Pass sponsorship welcome. If your team ships real things and asks hard questions before building them — let's talk.