My career began in empirical economics, modeling complex telemetry before transitioning to high-growth tech environments. I focus on translating noisy operational data into auditable assumptions and decisive commercial strategies.
By rejecting speculative dashboard clutter and focusing purely on reproducible findings, I help leadership teams identify structural retention shifts months before they impact the balance sheet.
The mechanics of clarity
The Myth of Neutral Data: Every schema carries architectural assumptions. Treating datasets as objective truths ignores the structural biases embedded during ingestion. Rigorous analysis requires interrogating those upstream choices before running a single cohort query.
Why Executive Dashboards Fail: A dashboard that does not force a clear decision is merely decorative. When metrics proliferate without a corresponding governance framework, organizational decision velocity slows to a halt.
Available for advisory and leadership roles
Engaging with growth-stage founders and executive teams on commercial analytics architecture and decision velocity.