jacobsgilles
Projects ▪ AI ▪ Plus Ultra Hominem
I build thinking machines, pursue improbable ideas, and chronicle the discoveries, diversions, and occasional shipwrecks.
about
I'm Gilles Jacobs. I combine language research and hands-on engineering with a curiosity for how things work, on and off the screen.
Things I build, questions I follow, and lessons along the way.
Selected projects
Trusted by teams, labs, and institutions.
Services and milestones
- AI & ML Engineering Production-grade models, agents, retrieval systems, and evaluation loops built around real workflows and measurable outcomes.
- Infrastructure & MLOps Reliable deployment, observability, data pipelines, and model operations that keep intelligent systems fast, traceable, and maintainable.
- Roadmapping & Funding Technical strategy, architecture, scope, and funding narratives that turn ambitious AI ideas into credible delivery plans.
- Software Backend Engineering Scalable APIs, services, integrations, and data systems engineered as a dependable foundation for durable product growth.
Milestones
11+
Years building production systems
20+
AI, backend, and data projects
