Managed digital and analytics workstreams from scoping and development to delivery and implementation on client projects for VP- and C-level leadership
Led facilitation of Python and Data Science training for Automotive consultants globally
Developed data science and analytics solutions using Python, Tableau, AWS, BitBucket and MS SQL Server, including:
• Production forecasting tool and dashboard that combines predictive analytics models with historical data, customer demand and real-time status to optimize line balance, prevent bottlenecks, and ensure KPI targets are met
• Feature selection to find key drivers of part cost
• Multiple linear regression of performance parameters and part cost to find outliers for negotiations with suppliers
• K-means clustering of text descriptions of design changes to create ranking system of severity
• Sensitivity analysis of content bundling and its effects on revenue and take-rates
