
Data-Led Discovery Review System
A structured analysis framework for turning client performance data, benchmarks, and scenarios into consultative discovery conversations and better commercial decisions.
I use this portfolio to show how I structure business questions, build analytics frameworks, and translate findings into decisions leaders can act on.
These projects are the fastest way to understand how I frame questions, structure analysis, and turn findings into action.

A structured analysis framework for turning client performance data, benchmarks, and scenarios into consultative discovery conversations and better commercial decisions.

A repeatable system for turning analytics work, stakeholder notes, and project outcomes into portfolio-ready case studies and reusable proof points.
I am an analytics professional with 6+ years of experience across business intelligence, performance reporting, customer insights, and workflow improvement. At Cvent, I work on turning complex commercial and product data into decisions that improve customer outcomes, team execution, and revenue performance.
What energizes me most is translating noisy business questions into something decision-ready. I enjoy building analysis frameworks, repeatable reporting, and clear narratives that help stakeholders see what is changing, why it matters, and what to do next. This website is where I turn that work into projects, case studies, and practical reflections.
I am targeting business analytics, business intelligence, customer insights, and strategy-facing roles where I can combine analytical depth with clear stakeholder communication.
The common thread across my work is turning ambiguity into structure, then using that structure to help teams move with more clarity.
Business intelligence and reporting systems delivered through structured analysis, stakeholder alignment, and decision-ready communication.
Customer and revenue insights delivered through structured analysis, stakeholder alignment, and decision-ready communication.
Structured stakeholder communication delivered through structured analysis, stakeholder alignment, and decision-ready communication.
Workflow simplification and automation delivered through structured analysis, stakeholder alignment, and decision-ready communication.
Strong analysis travels further when it is explained well. These pieces show how I translate observations into clear, useful narratives.
A few interests outside work help me stay observant, communicate more clearly, and keep a balanced perspective.
I enjoy capturing everyday details that usually go unnoticed. It trains my eye for patterns, mood, and the little things that shape a full experience.
New neighborhoods, hidden cafes, and short trips give me fresh ideas. I love noticing how spaces, service, and storytelling influence how people feel.
I keep returning to books and essays on communication, growth, and work. They help me turn experience into clearer thinking and better decisions.