Manuel M.
About Manuel M.
Manuel M. is a Data Engineer at Avalon Healthcare Solutions, specializing in data accuracy and integrity. He has a strong background in machine learning and predictive modeling, with extensive experience in SQL optimization and data migration.
Work at Avalon Healthcare Solutions
Manuel M. has been employed as a Data Engineer at Avalon Healthcare Solutions since 2022. In this role, he collaborates with cross-functional teams to ensure data accuracy and integrity. His responsibilities include optimizing SQL queries to enhance performance and playing a key role in migrating data from MSSQL to Snowflake. He actively participates in building proofs of concept to validate new technologies and concepts.
Previous Experience in Data Analysis and Engineering
Prior to his current position, Manuel M. worked at Heritage Insurance as a Business Intelligence Engineer from 2018 to 2022. He also served as a Data Analyst at West Point Insurance Services from 2016 to 2018. His experience includes extensive work in designing and maintaining high-performance SSAS Tabular Models and mentoring peers in adopting best practices in development.
Educational Background
Manuel M. holds a Bachelor of Science in Aeronautical Science from the Portuguese Air Force Academy, completed between 1994 and 1999. He also earned a Bachelor of Science in Computer Science from Universidade Nova de Lisboa from 2000 to 2004. Additionally, he obtained a Master of Science in Computer Software Engineering from the University of Liverpool from 2015 to 2017.
Technical Skills and Specializations
Manuel M. specializes in machine learning and predictive modeling, utilizing tools such as Scikit-Learn, NumPy, Pandas, Polars, and Pycaret. He has a strong background in optimizing SQL queries and is experienced in recommending architecture and functional designs for data management improvements. His technical expertise also includes extensive experience in data migration and management.
Research and Teaching Experience
In addition to his engineering roles, Manuel M. has academic experience. He worked as a Researcher at the University of Liverpool for nine months in 2017. He also served as an Assistant Professor at Universidade Lusíada de Angola from 2005 to 2007, where he contributed to the academic development of students in the field of technology.