Lead Data Scientist | Data Engineer
CurrentBelow some streams I’ve recently worked on for Automotive and Energy clients:• Development of a Proof of Concept to build a data pipeline using Apache Flink in Cloudera Data Platform to consume and process streaming data from Kafka.• Re-engineering of the data pipeline and the algorithm calculating vehicle extended warranties and implementation of a business intelligence solution leveraging Spark and Microsoft applications (Databricks, Power BI)• Optimization of vehicle maintenance plans by enhancing algorithms that define service interventions.• Re-engineering of the risk management process to manage financial exposure related to extended warranty services.• Re-engineering of revenue recognition accounting operations to ensure compliance with IFRS15 standards.• Refactoring of SAS and R data preparation scripts for Energy sector use cases, utilizing Spark as the computation engine.• Proposal of new time series models using open-source algorithms like Prophet (Meta) to predict customer service call volumes based on seasonality and historical data.