Crosson Bouwers,
Full-Stack AI Engineer · Building software and AI workflows that create value for teams — while knowing that good designis the key to reliable product experiences.
From Developer to AI Engineer
The work is no longer just the code. It’s the system around it.
A few years ago, a portfolio could mostly say “here’s the stack I use” and “here are the apps I’ve built.” That still matters, but it no longer explains the work I’m doing day to day.
The bigger shift has been learning how to design the workflow around the code: how requests are clarified, specs are shaped, repo context gets pulled in, agents are guided, hallucinations are constrained, and outputs are reviewed before production changes.
For me, becoming a Full-Stack AI Engineer means keeping product and architecture judgment at the center while using AI to move faster through planning, implementation, review, QA, and team communication. The leverage is building the rails that make faster output trustworthy.
current favorite tech stack/tools:
Who I Am + Soft Skills
Let Me Show You A Little Bit About Me
Everyone has their own set of skills, outlook on life, and personality. The best work comes from combining technical judgment, communication, curiosity, and follow-through.
The operating habits behind the work
Key Strengths
A mix of craft, judgment, curiosity, and follow-through that shows up across product, engineering, and team workflows.
Detail Oriented
Keen Eye for Spotting Small Details.
A (healthy) dose of obsession over alignment, balance, user interface consistency, and spotting the areas that need more thought in a UI.
I have the ability to zero in on the little things that bring an application from good to great; from color palettes to typography, animation speed and 'feel' to spacing and layout.
Curious and Self-Motivated
Insatiable Desire To Learn and Improve.
I have the attitude of a student, and am humble and eager to learn. I'm always looking to improve my skills and knowledge, and I'm not afraid to ask questions.
I always welcome feedback - even if it's a criticism - as it's truly the only way to improve and level up.
Keep exploring
Pick the next trail.
If this page gives you the first impression, these paths show the work behind it: what I have built, what I build with, and where I have put those skills into practice.
see the builds
My Projects
Portfolio work, AI systems, client projects, and product experiments.
inspect the stack
Skills & Tools
The languages, frameworks, AI workflows, and tools I use to ship.
trace the path
Experience
Recent roles, systems shipped, and the work behind the resume.
