Senior engineering, fast delivery.
We help product teams ship software and intelligent features that work in the real world. From backend systems and quantitative models to AI-enabled features, we prototype quickly, iterate with users, and turn promising ideas into maintainable systems. Our background spans finance, simulations, machine learning, and modern AI tooling, which lets us move quickly without sacrificing technical depth.
Good fit: founders and product teams who need senior engineering judgment, fast prototyping, and dependable delivery. Also a fit for teams integrating LLM features who want prototypes that can mature into maintainable systems.
We work at the intersection of backend systems and modern AI. Engagements usually fall into one of three categories, depending on what your team needs most right now.
Build or extend software products where backend architecture, data models, and AI components fit together cleanly. This includes new products, major features, or focused technical rewrites.
Use large language models to improve real workflows, not as standalone demos, but as components inside systems people rely on daily.
Join your team temporarily to unblock architecture, improve system clarity, and accelerate delivery on critical initiatives.
Representative work and recent artifacts.
Tell us what you want to build, what is slowing the team down, and what success looks like. The clearer the problem, the faster we can move.