About
I am a data visualization and analytics professional with experience designing BI systems and dashboards used by senior stakeholders in complex organizations, primarily within banking and enterprise environments.
My work sits at the intersection of analytical rigor, design clarity, and business context. I focus on building systems that help people understand what matters and act on it.
Selected Work
Transforming complex data into actionable insights for organizations worldwide
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Analytical Framework
A systematic approach to transforming data into strategic advantage
Context & Understanding
Before any data work begins, I establish deep understanding of the business context. This involves structured stakeholder interviews, mapping of decision-making processes, and alignment on success metrics.
The goal is to understand not just what data exists, but what decisions need to be made and how data can enable better outcomes.
Design & Architecture
With clear business objectives established, I design analytical systems that prioritize user cognition and decision-making efficiency. This involves creating information hierarchies that guide attention to what matters most.
The focus is on reducing cognitive load while enabling complex analysis, ensuring that users can move seamlessly from overview to detail without losing context.
Development & Implementation
Technical execution must balance performance with maintainability. I build systems that scale with organizational growth while ensuring data integrity and analytical accuracy.
This phase includes rigorous testing, performance optimization, and establishment of governance frameworks that ensure long-term reliability.
Deployment & Evolution
Successful implementation requires careful change management. I focus on user adoption through training, communication, and iterative improvement based on real-world usage patterns.
The framework includes measurement of impact and continuous refinement to ensure systems evolve with changing business needs.
Writing & Thinking
I write about data visualization, analytical decision-making, and dashboard design at scale.