ML platform at GetYourGuide
Jean Carlo Machado
Jean Carlo Machado is ML Platform Engineer at GetYourGuide. Jean is enthusiastic about the MLOps field and he is exploring its evolving best practices. His biggest hobby is coding and he is excited about what machine learning and automation can do for society.
In this talk, we will present how we built efficiently the ML platform at GetYourGuide by leveraging open source. We used already existing software engineering tools when we could and introduced ML-specific ones like BentoML and MLflow when we must. While the ML platform takes care of the engineering heavy lifting, our data scientists can own their models from training until monitoring.