I'm JF Bertrand, a Staff Software Engineer, founder, and principal architect focused on AI-native engineering, distributed systems, SaaS platforms, production operations, and turning ambiguous problems into working software.
A few examples of systems I have architected, built, and operated end-to-end.
A production golf league and tournament platform spanning event operations, registration, payments, scoring, reporting, mobile/web applications, and integrations.
An AI-assisted property claim dispute platform that analyzes contractor and insurance estimates and turns complex claim documentation into an actionable dispute workflow.
An AI-driven content automation product designed to streamline creation and publishing workflows for digital and social content.
An AI-assisted developer environment spanning multiple repositories and systems, designed to make agentic engineering useful on real enterprise codebases.
I prefer small teams, clear architecture, strong operational ownership, and technology that removes work instead of creating more of it.
I focus on domain models, integration contracts, failure modes, reliability, and the places where one system becomes another. Good architecture makes the safe path the easy path.
I use AI as an engineering capability, not a chat feature: reasoning over structured data, calling tools, investigating production systems, and proposing actions with explicit human control.
Staff Software Engineer • Founder • Principal Architect