Summary
Applied machine learning to predict deal outcomes and quarterly sales across complex global sales organizations. Combined internal CRM and external market data to improve forecast reliability and pipeline visibility. Provided actionable insights that guided sales prioritization, quota planning, and resource allocation. Increased revenue predictability while reducing manual forecasting effort.