• Own Alt’s pricing and valuation engine (Alt Value) • Expand Alt Value coverage into new categories and SKUs • Improve accuracy and consistency of valuations for high-end assets • Shape modeling strategy with data science • Define model inputs, features, constraints, and evaluation metrics • Build tools and dashboards for accuracy curves, drift monitoring, and model performance • Redesign workflows to reduce pricing turnaround times • Improve labeling quality and feedback loops into training data • Define the roadmap for new data sources and attributes • Ensure freshness and reliability of all pricing inputs • Build the quarterly roadmap for pricing and ML systems • Drive alignment across Engineering, Data, and Marketplace Ops.