Summary
Nastasia Saby is a Head of Engineering and machine learning engineer with 11 years’ experience building production-ready ML and data platforms from streaming recommendation systems to predictive maintenance. She blends hands-on technical leadership with practitioner expertise in DataOps/MLOps (Spark, MLflow, DeltaLake, Kubernetes, Azure Databricks) and a strong background in high-throughput streaming architectures and AB/Canary testing. As an author and trainer, she publishes practical guides on ML and Big Data (including a book on Apache Spark) that bridge theory and real-world deployment. Her career spans leading roles at PulseLife, Bedrock Streaming and Zenika where she shipped recommendation, segmentation and outage-prediction systems at scale. Comfortable operating across product, data and infra, she emphasizes reproducibility, monitoring for model/data drift and robust CI/CD. Based in Greater Lyon, she brings a rare combination of technical depth, teaching experience and production-focused pragmatism.
11 years of coding experience
5 years of employment as a software developer
Master Ingénierie documentaire technique multilingue, Master Ingénierie documentaire technique multilingue at Clermont-Ferrand
Licence Rédaction technique, Licence Rédaction technique at Limoges
Licence Lettres modernes, Licence Lettres modernes at Saint-Etienne