• Wrote machine learning software to detect financial fraud for a federal government agency.• Developed predictive customer churn models for a top multinational gaming company.• Performed statistical analyses of product engagement data for a leading e-learning company.

• Lead for data and reporting. Reported analytics, owned reporting systems, quality control.• Guided engineering teams to design scalable royalty processing systems. • Negotiated solutions to copyright disputes and equitable royalty distribution.• Represented Apple at DDEX Board meetings. Created and advocated for interoperable global reporting standards across the music industry.• Provided analytical expertise to assist with music licensing negotiations. • Reviewed contracts to confirm legal deliverables from an operations and technology standpoint. • Coordinated license fee payments for 50+ collecting societies & publisher territories.

• Coordinated factories, suppliers, internal teams to attain flawless supply chain plans for products earning $2+ billion.• Forecasted demand, analyzed sales trends, and assessed inventory levels to optimize production plans.

• Advisor to Senior Management on technology-driven business decisions. Assessed acquisitions, target markets, product features, total operating costs, etc. • Selected core business technologies (robotic hardware, Content Delivery Networks, IT infrastructure). Researched options, engaged vendors, implemented technologies, trained employees. • Guided engineering and project mgmt. teams on design, UAT, and launch of new product features.

• Identified and implemented technologies to strengthen the services of financial analysts.• Managed firm-wide, international software migrations. Provided the leadership, testing, configuration, delivery.

• Developed a search engine, optimized to collate biological data from disparate sources.• Coded statistical-significance tests to identify target DNA sequences within large genomic datasets.