From AI Strategy to
Enterprise-Scale Execution.
Bringing 27 years of engineering leadership and hands-on delivery experience to help organizations build, deploy and scale AI solutions that create meaningful business value.
From AI ambition to working systems.
Effective enterprise AI isn't a chatbot added to a process. It combines a valuable use case, trusted data, sound engineering, human judgment and ongoing ownership.
AI Opportunity & ROI Assessment
Identify where AI can improve revenue, operational efficiency, quality or cost—and where it cannot.
↗02 / DELIVERForward Deployed AI Engineering
Embed with your team to take one clearly defined problem from discovery to a working deployment.
↗03 / ENGINEEREnterprise LLM & AI Systems
Build dependable retrieval, workflows, integrations, evaluations and secure production operations.
↗04 / ENABLEFractional Technology Leadership
Help internal engineering teams make stronger architecture decisions and deliver independently.
↗Technology is the means.
Outcomes are the point.
My work connects strategy, hands-on technical execution and team capability. The goal is not another proof of concept that never becomes part of the business.
More about my background →Experience beyond the slide deck.
From days to less than one day
LLM-assisted incident problem records, combining operational evidence and human validation.
Engineering better availability
Monitoring, incident management and root-cause analysis across enterprise services.
Building and operating an AI product
Hands-on product architecture, PHP, SQL, API orchestration and multi-provider LLM integration.
For teams ready to move beyond experimentation.
Especially useful for industrial businesses and enterprise teams with capable internal technologists—but a gap between business problems, AI prototypes and dependable implementation.
LET'S BUILD WHAT WORKS
Have a business challenge worth solving?
Start with the problem, the economics, and what success would look like.