The engineer who designs your system is the one you talk to

The MVP you are about to build will still be running your business in three years. Almost nobody builds it that way.

I am on architecture and discovery for every project. Ten-plus years in Python: Tech Lead on a wealth-management platform where the team grew from five to twenty-plus, Lead Engineer on a compliance platform, and Principal AI Engineer on an agent-based messenger. Six of those years were with one team, through an acquisition, from developer to Tech Lead.

If you are starting a product — or untangling one that has outgrown its foundations — tell me what you are building and where it is stuck. I will tell you honestly what it takes, and whether we are the right team for it.