Maria started her career in Data and AI more than 10 years ago and tried herself on different roles starting from a data analyst to a data scientist and MLOps Tech lead. Machine learning models only deliver value when they are integrated into business processes, and it is crucial to have a reliable system in place. This is the reason why Maria focused on MLOps for the last 7 years. Maria has built MLOps frameworks with multiple tools throughout her career and worked with Databricks for the last 3 years.