Existing Business
AI Integration
Pick one real workflow, test whether AI belongs in it, and define the data, review, and rollback path before more prototype time is spent.
Open linkProjects
Projects Now Route to Product and Systems Offers.
This page remains for older links while the main site shifts from placeholder project cards to concrete service pages, proof, and applied systems guidance.
New Products
AI-Native Products
Move from a working demo to a launch design with clear boundaries, permissions, evaluation, cost controls, and support paths.
Open linkSystems Delivery
Hardware Infrastructure
Bring up, validate, and automate infrastructure where hardware behavior, cooling, networking, storage, Kubernetes, and operator workflows all matter.
Open linkLeadership
Engineering Leadership
Engineering leadership support for teams that need decisions, review discipline, hiring support, and customer-commitment judgment while the organization scales.
Open linkInvestment Support
VC Diligence
Pressure-test architecture claims, infrastructure economics, delivery risk, and differentiation before an investment or partnership decision.
Open linkRoles
Full-Time Roles
I am open to Staff Engineer, Director, and VP of Engineering roles where infrastructure delivery, product judgment, and operator credibility need to sit close together.
Open link