Build a product without the usual handoffs
Turn an early requirement into a focused MVP, with one technical owner connecting scope, architecture, product decisions, implementation, and deployment.
Explore common use casesSenior engineering judgment. Hands-on delivery.
I turn business problems into production software and AI systems.
I work directly with founders and business teams to understand the requirement, make the architecture decisions, and build the product, from MVPs and workflow systems to AI agents, RAG, and private AI.
How I Help
Business RequirementsStakeholder goals, workflows, users, data, integrations, constraints, and success criteria.
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Technical Scope and ArchitectureSystem design, stack choices, API boundaries, data models, cloud approach, delivery plan, and technical risks.
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Working SoftwareFrontend, backend, AI workflows, integrations, deployment, analytics, and operational handover.
22+years across product, architecture, and delivery
3M+digital banking users supported
120engineers led across mobile, backend, QA, and DevOps
10 minrelease cycles enabled through CI/CD automation
50%sales insight accuracy improvement in analytics work
Problems I Solve
Complex requirements that need both judgment and execution.
I am most useful when the hard part is understanding the business process, choosing a sensible technical path, and carrying that decision through to working software.
Replace a business-critical manual workflow
Move beyond spreadsheets and disconnected tools by capturing the real operating rules in maintainable software, integrations, and decision-ready data.
Explore this use caseServices
What you can bring me.
AI Application & Agent Development
Build AI into a real workflow, with clear boundaries around data, tools, evaluation, access, and what should remain deterministic.
Explore AI application developmentCustom Software & Workflow Development
Turn an Excel-heavy, manual, or fragmented operating process into software that captures the business rules and can be maintained.
Explore workflow developmentMVP & Product Engineering
Move from an idea to a production-minded MVP without splitting discovery, architecture, frontend, backend, and deployment across handoffs.
Explore MVP engineeringSoftware Architecture & Fractional CTO
Get senior technical judgment on architecture, modernization, build-versus-buy decisions, delivery risk, and the path your team can support.
Explore architecture supportStart with clarity
Bring the business requirement. Leave with a buildable technical path.
I use a forward deployed engineering model: one accountable technical owner stays close to the requirement, makes the architecture decisions, and remains involved through delivery.