Multi-camera inspection
Engineered an inspection system coordinating six cameras, 19 AI models and an HMI to evaluate 70 features in under 30 seconds on a rotating object with three-dimensional projections.
Experience & Results
Evidence matters more than claims.
Selected outcomes across industrial inspection, forecasting, risk modeling, automation and distribution analytics.
Forecasting accuracy
Led a six-person team forecasting losses and reserve capital for a $260 billion portfolio. Reduced error from approximately ±80–125% to consistently below 10% within six months.
Higher-value analytical work
Automated an entire loss-team workflow, freeing four professionals for higher-value analytics and establishing a standard for automated management reporting.
Measurable financial impact
Created a loan-level loss framework that provided more than $10 million in available capital and developed an initiative that reduced HELOC exposure by $28 million.
Inventory and revenue
Developed analytical systems associated with a 33% reduction in dock-to-stock time and a $9 million annual sales increase.