Houston-based technical implementation partner
I turn expensive operational workflows into dependable software by learning the work, choosing where AI adds value, and building the integrations and controls required for production.
What I build
The hard part is not producing a demo. It is making software work with existing systems, incomplete data, field constraints, human accountability, and production failures.
Use AI for interpretation, classification, extraction, and decision support while keeping people in control of consequential actions.
Use models where language, images, and incomplete information require interpretation.
Connect existing applications, data sources, devices, and business processes without creating another isolated tool.
Keep permissions, calculations, state transitions, and critical controls deterministic.
Build around unreliable connectivity, physical environments, constrained devices, and the way operators actually work.
Make recommendations, evidence, confidence, and approval paths visible to the people accountable for the outcome.
Turn prototypes, spreadsheets, and brittle manual handoffs into observable, testable, maintainable systems.
Plan for retries, offline states, bad inputs, provider outages, audit trails, and recovery before production depends on the workflow.
Relevant experience
Enterprise modernization, expert-domain software, data-heavy production platforms, and founder-led product delivery—all grounded in systems people actually operate.
Industrial operations, digital twins, and field software
I work directly with industrial domain experts to turn refinery-scale digital-twin data and inspection processes into dependable office and field software—across spatial context, validation, offline execution, recovery, and trustworthy operational data.
Expert operational software
I spent five years translating expert domains into software across Treasury trading, supply-chain planning, laboratories, risk analysis, and building operations.
Data-heavy production platforms
As the first dedicated frontend engineer, I helped build the V2 applicant-tracking platform, frontend architecture, and complex recruiting workflows used in production.
Prototype to operated product
I took a founder concept through product design, integrations, subscriptions, signed QR check-in, reporting, partner operations, deployment, and production support.
How I work
I am available for on-site workflow discovery across Greater Houston when the work cannot be understood from a requirements document.
Meet the operators, inspect the existing systems, and understand where time, money, and reliability are being lost.
Determine whether the right intervention is AI, deterministic automation, integration work, or a combination.
Validate data quality, connectivity, permissions, human review, integration boundaries, and failure recovery early.
Deploy an observable, documented system that the organization can depend on and continue operating.
Resources
Funding opportunities, Houston events, and practical technical context for choosing the next move.
National opportunities
A maintained watchlist of grants, accelerators, pitch competitions, and credible funding paths available to founders.
Houston calendar
A practical calendar of local technology, startup, investor, and AI events worth putting on the calendar.
Start with the operation
Describe the work, the systems involved, and where time, money, or reliability is being lost. I’ll tell you whether I am the right implementation partner.