
I'm Mitchell Bryson, a full-stack AI Software Engineer.
I design and ship practical systems that cut manual work and improve margins.
I'm a full-stack AI Software Engineer. I design, develop and ship practical AI systems that cut manual work and improve margins. I've been making websites and apps since 2000, and I still prefer small, verifiable wins over grand promises.
What I'm good at
- Product strategy to working software - deciding what to build and why, then delivering it end-to-end. I've worked for, started, and co-founded tech companies, covering product decisions, resource allocation, hands-on engineering, and hiring multi-disciplinary teams.
- Modern web stacks - Ruby on Rails (Hotwire), JavaScript (React/Vue), Next.js, and Tailwind with Sass.
- Applied AI - bringing LLMs into real SaaS workflows (search, support, data/ops), with a clear line from model output to business value. I'm actively deepening applied AI for product engineering and data science.
In my spare time
- Shipping a socially curated RSS feed reader as a live testbed for product and AI ideas.
- Collaborating on B2B SaaS where LLMs have concrete use cases and ROI.