About Me

I make technology work for organizations

I'm a data and architecture lead with over ten years of experience making data and technology work for organizations and the teams that run them. I've approached that problem from nearly every angle: building the systems, founding and leading the teams and departments that own them, and setting the data strategy that frames the work.

My scope runs from hands-on technical delivery to enterprise-wide data architecture, strategy, capabilities, and governance. What I bring is the connection between those layers — translating organizational goals into a data vision, architecture principles, target and reference architectures, and roadmaps, then working with business stakeholders, architects, and engineers to make sure that direction actually lands in production.

I architect and build systems designed to keep working as the organization, the team, and the requirements around them change. Technology is rarely the hard part. The hard part is aligning people, process, architecture, and technology around a shared understanding of what needs to be achieved.

From strategy to production

I work the full span from initial idea to running system: standing up data and BI capabilities from zero, designing data architectures for complex organizations, building the software and platforms themselves, and establishing the processes a team needs to operate and evolve what it owns.
That work spans:

**Architecture**: system design, domain boundaries, integration patterns, data architecture, technical decision-making
**Software engineering**: Python, APIs, backend systems, frontend applications, databases, infrastructure, automation
**Data & AI**: data platforms, data management, knowledge graphs, semantic systems, AI applications, agentic systems
**Product & strategy**: translating business objectives into technical direction, capabilities, and executable plans
**Teams & organizations**: ownership, governance, ways of working, engineering practice, alignment between technical and non-technical stakeholders
**Delivery**: turning architectural decisions into production systems, and feeding what happens in production back into the next decision

My standard is simple: **make the next change cheaper than the last one.** That applies at every level: codebase, architecture, team, process, governance, and ultimately the organization.

My mission

I make engineering, data and AI work for organizations.

I align people, process, and technology around clear organizational goals, and turning data into a strategic asset. Not just a resource, but a driver of innovation, growth, and better decision-making.

I pair technical depth with a pragmatic, hands-on approach. I've founded and led data departments to maturity, built teams from the ground up, and designed scalable data architectures for highly complex organizations. I focus on:

System design and architecture, front-end to back-end, with particular depth in data engineering
Translating ambiguous ideas into well-defined requirements, flows, and production-ready systems
Bridging technology, process, and organizational goals, with a constant eye on scalability, quality, and real-world impact

For this, I combine technical expertise with a hands-on, pragmatic approach. For example, I’ve founded and led data departments to maturity an built teams from the ground up and designed scalable data architectures for highly complex organizations. I focus on:

System design and architecture (from front-end to back-end, with a strong emphasis on data engineering).
Translating complex ideas into well-defined requirements, flows, and production-ready systems.
Bridging the gap between technology, processes, and organizational goals—always with an eye on scalability, quality, and real-world impact.

Why This Matters

Engineering isn’t just about “getting it to work.” It’s about understanding why it works, how it fits into a broader context, and how to apply technology deliberately to create maintainable, scalable solutions. I use this site to document my experiments, failures, and successes because writing helps me refine my thinking and share practical insights with others.

Where to Find My Work

If you are interested in my work in software engineering, system design, architecture, and emerging technologies, read all about my adventures, experiments, failures and successes at: