
Lama AI BI Agent: From Business Questions to Decision-Ready Insights
A governed AI BI agent that turns natural-language business questions into traceable analysis without abandoning trusted metric logic.
View case study ↗Senior BI & Analytics
Dashboards & Reporting | Data Foundations | AI & Automation
I work from the business problem to the working solution, shaping the data foundation, analytical approach, and the experience people use to make decisions.

Services
I can step in for a focused deliverable or shape the wider solution when the problem reaches into data, reporting, or workflow design.
Leaders often receive reports that describe activity without showing what changed, why it matters or where action is needed. Different definitions and disconnected views make comparison slow and weaken confidence in the numbers.
Business knowledge is often scattered across systems, documents and individual teams. Repetitive reporting consumes time, while generic AI tools lack the definitions, permissions and business context needed for reliable answers.
Dashboards can multiply while KPI definitions conflict, source data remains fragmented and reporting depends on manual fixes. Without a clear analytical foundation, each new report adds work instead of confidence.
HOW I WORK
If it does not help the business see clearly, decide better, or act with confidence, it does not belong in the solution.
Every metric, dashboard, and model should connect to goals, targets, and decisions that move the business forward.
If the numbers are not reliable, the foundation is the work. Not the visual.
About
Over 17+ years spanning diverse global markets, functions, and evolving technologies, one constant remains clear: the true language of success is business context. Beyond the tools and technical stack, the core questions are always the same: What are we aiming to achieve, what barriers exist, and what key decision needs to be made?
This perspective drives my approach to data architecture and analytics. Rather than accepting superficial reports at face value, I ensure every metric connects directly to strategic priorities, calculations are sound, and every insight actively drives measurable outcomes.
Continuous growth isn't about collecting tools, but about sharpening decision-making as business needs evolve. My focus remains grounded in three principles: identifying what truly matters, engineering reliable data architectures, and communicating insights with clarity to power executive action.
Tell me what you're working on
I’m open to a thoughtful conversation about a consulting engagement or remote senior role.