I’ve spent 20+ years inside high-stakes data environments solving problems that directly impacted revenue, risk, and operations.

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I’ve uncovered seven-figure revenue leaks.
Built fraud detection systems that protected millions.
Automated manual processes that cut workloads in half.
Designed data pipelines processing millions of records daily.
Fixed reporting systems executives were making decisions on.

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Not dashboards for show — systems that actually run.

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I specialize in turning messy, disconnected operations into clean, automated workflows. Revenue reconciled automatically. Data that matches. AI that assists instead of confuses. Monitoring that catches issues before they become problems.

In 2025, I stepped away from corporate to build something more direct.

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Now I work with operators who are tired of:

• Copy-pasting between systems

• Reconciling spreadsheets at midnight

• Wondering if their numbers are right

• Hearing about “AI” but never seeing it work​

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I build production-ready AI and automation that eliminates manual work and creates leverage.

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Small team. Real systems. Enterprise discipline.