Curriculum Vitae

Leading the CARDESS portfolio implementation for large and medium dealer groups in Germany, managing data science teams across multiple countries.

• Led implementation and rollout of ENGAGE in 25 major automotive dealers with 50 locations across Germany
• Generate ~300 leads per month in average per location by mining customer's own customer base
• Designed data pipeline: SQL Server → Python processing → AWS S3 → AWS Glue ETL → Parquet format → QuickSight/Athena visualization
• Implemented ML prediction capabilities: Vehicle Residual Value (Non-Linear Regression), Customer Life Cycle (Regression), Damage Classification (Deep Neural Network)
• Designed Product Catalog search using AWS Elastic Search with ~90,000 vehicle models
• Lead assigned data science team (internal and external) across Germany, Morocco, China, Mexico

Architect and Technical Leader for CONNECT project fulfilling IFRS9 regulations for Volkswagen Finance China and Mexico, managing teams across 5 international offices.

• Architected and led implementation of DWH landscapes for Volkswagen Finance China and Volkswagen Finance Mexico for IFRS9 compliance
• Led team of 20 people across 5 offices: Beijing, Shanghai (China), Munich (Germany), Casablanca (Morocco), Puebla (Mexico)
• Designed DWH architecture involving 10+ business areas with 60+ business objects and ~200 million transaction records
• Implemented communication and handover methodology leveraging different time zones across offices
• Designed and implemented Contract Default prediction using AWS Machine Learning (binary classification model)
• Delivered multiple Business Intelligence solutions for BMW, Porsche, Volkswagen, Daimler across multiple countries
• Designed pilot data platform using Azure Databricks for telemetry data from test vehicles
• Developed data pipelines using Databricks notebooks and Delta Lake with Azure Blob Storage

Senior consultant leading CRM and finance system implementations for premium automotive brands in China.

• Designed CRM landscape architecture replacing Goldmine with CARMEN system for BMW, leading team of 6 people updating 20+ interfaces
• Worked as senior data engineer in finance system setup for Porsche Holding China
• Designed and implemented interface to centralize finance KPIs from multiple OEMs to Holding entity
• Led data migration of complex accounting legacy system to Microsoft Navision Suite with 100% accuracy
• Advised clients and team members on automotive strategy and CRM topics at all management levels
• Mapped business processes to BI solutions and defined IT architectures

BI Developer implementing CRM and DWH solutions for BMW China, supporting exponential business growth.

• Main ETL developer for Goldmine CRM system implementation in BMW China supporting 500+ users
• Developed data migration scripts using SQL Server Integration Packages to centralize CRM data from legacy systems
• Supported BMW's exponential growth from 200 to 400 dealer groups and 50,000 to 150,000 units sold over 3 years
• Implemented and designed DWH landscape and interfaces with multiple 3rd party providers
• Led CRM requirements and standards for all Auto Premium OEM lifestyle shops
• Queried, extracted, processed and prepared sales, marketing and after-sales data for automotive clients

DotNet developer building security systems and web applications for Colombian enterprises.

• Designed and built event-driven security system for British Petroleum oil fields in Colombia
• Implemented integration between field detection system and CCTV camera circuit with providers in Canada and USA
• Developed WEB and Windows Applications with DotNet Technology for multiple Colombian clients
• Changed paradigm of security systems from camera monitoring to event-driven action responses