I design systems, analytics, and decision frameworks that help organizations move with confidence.
Most teams do not need more data.
They need better decisions.
Metrics tell you what happened.
The process explains why.
Gathering ambiguous stakeholder needs and translating them into precise, actionable technical specifications.
Structuring data flows and mapping existing architectures to identify gaps and optimization opportunities.
Engineering data validation pipelines to stress-test requirements alongside technical teams before deployment.
Leading Agile sprints and ensuring clear technical documentation to align operations and IT workstreams.
Building dashboards and reporting solutions that drive confident leadership decisions and measurable business outcomes.
Managing complex multilingual data transformation projects across global teams while maintaining strict quality and consistency standards.
Designed end-to-end data validation pipelines using Python and SQL to stress-test workflows. Authored technical process maps aligning 60+ contributors.
Reduced delivery errors by 36% through robust validation. Built reporting solutions that improved KPI transparency and accuracy by 27%.
Inefficient market research reporting across alternative asset classes, leading to delayed insights for senior leadership.
Engineered a client segmentation database utilizing omnichannel customer intelligence methodology. Built tracking dashboards for equity KPIs.
Reduced reporting time by 25%. The architecture improved investor engagement by 12% and grew firm digital engagement by 10%.
Four years of turning ambiguity into clarity.