01
Startup guidance
I advise startup founders on setting up and running their businesses, and on building the applications behind them. We can work through what to build first, which tools are worth using, and how to turn the next set of decisions into a practical plan.
What we work towardA clearer plan, priorities you can act on, and help working through the decisions as the business grows.
02
Websites & applications
Get a website online, build an application, or improve something that already exists. I can help with structure and content, implementation, integrations, and deployment, including working with AI coding tools and understanding the code they produce.
What we work towardA working site or application, with source code and a handover so you know how to maintain it.
03
AI models & deployment
Choose a model, connect it to your application, or adapt it for a specific task. I can help with fine-tuning, evaluation, and setting up and running open-weight models, including hardware requirements, quantization, and serving. We start by figuring out what you actually need.
What we work towardA model choice you understand, a way to test the results, and help getting it running.
04
Local AI & homelabs
Build a setup around what you want to run and what you want to spend. We can work through compute, storage, networking, containers, backups, and remote access, then get your models and services working together.
What we work towardA practical setup and instructions for operating it, troubleshooting it, and recovering when things go wrong.