Find the real problem
I look beyond the initial technology request to understand the operating decisions, data, and people behind it.
Enterprise transformation and technology leader
I find the business problem behind the technology request.
Working with senior leaders, I frame priorities, weigh technology choices, and shape roadmaps. Then I align teams to deliver practical improvements across enterprise analytics, systems, and operations.
15+ yearsin consulting
What I bring to the work
A clear path from problem to useful delivery
Make the path clear
I connect business requirements with solution choices, governance, ownership, and realistic delivery plans.
Lead through execution
I bring stakeholders and distributed teams into a shared cadence, then keep the work focused on what can be delivered and verified.
Selected work
Complex work, made legible
Two consulting cases and one personal project. Client organizations are described broadly to protect confidentiality.
Consulting case
Shaping analytics around business decisions
Global enterprise client
As Technical Lead, I helped guide a Finance decision to keep ledger reconciliation in cloud ERP and built inventory dashboards used daily by Order Management.
- Technical Lead
- Enterprise analytics
- Business decisions
- Payment calculations
- Defined exceptions
- Reports and dashboards
- Notice to reviewers
Consulting case
Building visibility into incentive compensation
One of the largest U.S. financial institutions
I led reporting and governance work that made calculation detail and defined exceptions visible to risk and compliance teams.
- Governance
- Enterprise analytics
- Workflow design
- Order comes in
- Details recorded
- Status tracked
- Complete history
Personal project
Building an order management app with AI
Independent work, in production use
I designed, built, tested, and launched an app now in use at a personal shopping business.
- AI-assisted development
- Order management
- In use
How I work
The strongest technology work begins with a clear understanding of the decision or operation it needs to improve.
I focus on defining that problem, making trade-offs explicit, giving teams clear ownership, and checking what the delivered capability actually does. Those habits matter especially when the work crosses functions or has to recover from ambiguity.
Insights
Perspectives put into practice
Published pieces on choosing useful AI applications, building and maintaining tools, organizing AI work, and the infrastructure behind it.
Get in touch
Continue the conversation
For a conversation about my work or perspective, reach me by email or LinkedIn.