Hey, I’m Erwin James.
Code is cheap now. Coherence isn’t. Let’s make it hold.
I build software, design cloud architecture, and put agentic AI to work automating the parts of a business that shouldn’t need a human.
Selected work
Three systems, three different constraints. Each one is a case study in making independently useful pieces behave as one product.
When AI Accelerated Development, Architecture Became the Bottleneck
How clearer boundaries and shared business authority helped a growing application estate stay coherent.
Designing a Cost-Conscious Serverless Platform on AWS
Usage-based infrastructure and managed livestreaming for a deliberately small multi-platform product.
Making AI Useful Without Making It Authoritative
Probabilistic interpretation surrounded by explicit rules, authoritative facts, and human judgment.
Hey — I’m Erwin
Lead Software Engineer. 3× AWS Certified. Based where the product, the infrastructure, and the business rules meet.
I’m a software engineer who enjoys understanding how a product really works—not just the code, but the decisions, workflows, and constraints around it. I like getting into the details, untangling the messy bits, and building systems that stay clear as they grow.
- Currently.
- Working as a Lead Software Engineer across product, platform, and cloud.
- Certified.
- 3× AWS Certified, with a bias toward usage-based, cost-conscious infrastructure.
- Interested in.
- Cloud-native infrastructure and practical AI with clear boundaries and bounded authority.
Away from the screen
Outside work, I’m usually 3D printing something I probably don’t need, tinkering with RC cars, watching anime, catching up on K-pop, or petting my hamster.
- 01
3D printing
Printing things I probably don’t need. Calibrating things I definitely don’t.
- 02
RC cars
Tinkering, tuning, and occasionally repairing whatever I just tuned.
- 03
Anime
Long-running series, strong opinions. (Usually skipping the openings.)
- 04
K-pop
Keeping up with comebacks. Yes, I have a bias.
- 05
The hamster
Head of morale. Accepts pets on demand. Currently furious about something.