Marco Ramos
About Marco Ramos
Marco Ramos is a Machine Learning Engineer currently employed at Hitachi Vantara in Lisbon, Portugal. He has a background in data science and epidemiology, with experience in model optimization and cloud platforms.
Current Role at Hitachi Vantara
Marco Ramos has been employed at Hitachi Vantara as a Machine Learning Engineer since 2022. In this role, he focuses on optimizing machine learning systems for scalability, efficiency, and cost-effectiveness, utilizing cloud platforms such as Azure. He conducts model testing, monitoring, and troubleshooting on a Kubernetes cluster to ensure optimal performance and stability. Additionally, he contributes to the development of best practices and standards for machine learning operations and DevOps processes.
Previous Experience at IPOLisboa
Prior to his current position, Marco Ramos worked as a Data Science Researcher at IPOLisboa from 2015 to 2017 in Lisbon, Portugal. During his tenure, he gained valuable experience in data science methodologies and research practices, contributing to various projects that enhanced his analytical skills.
Experience at FrontWave - Engenharia e Consultadoria S.A.
Marco Ramos served as a Data Scientist at FrontWave - Engenharia e Consultadoria S.A. from 2020 to 2022. In this capacity, he automated model training and deployment processes using CI/CD pipelines and containerization technologies. His work contributed to improving the efficiency of data science workflows within the organization.
Educational Background in Epidemiology
Marco Ramos has been studying at Faculdade de Medicina da Universidade de Lisboa since 2015, focusing on Epidemiology. He is pursuing a Post Graduation in this field, which complements his expertise in data science and machine learning by providing a strong foundation in health-related data analysis.
Master's Degree in Data Science
Since 2021, Marco Ramos has been studying at ISCTE - Instituto Universitário de Lisboa, where he is working towards a Master's degree in Data Science. This advanced education further enhances his skills and knowledge in the field, preparing him for complex challenges in machine learning and data analysis.
Bachelor's Degree in Nursing
Marco Ramos completed his Bachelor's degree in Registered Nursing at Escola Superior de Enfermagem de Calouste Gulbenkian de Lisboa from 2008 to 2013. This educational background provides him with a unique perspective on healthcare data, which is beneficial in his current work in machine learning and epidemiology.