I am a Machine Learning Engineer specializing in the development of predictive models in several areas in drug discovery, including small molecule property prediction. In recent years, I have pivoted towards the field of Machine Learning Operations (MLOps). Currently, I am part of a team at Roche Pharmaceutical Research and Early Development (pRED), where we focus on onboarding both open source and internally developed machine learning models and seamlessly deploying them for our end users.