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Miles McBain
Statistician / Developer
Miles McBain is an accomplished Data Scientist at The Data Collective, based in Australia. He specializes in applied statistics and software development, focusing on data analysis pipeline engineering and enhancing workflows within data science teams. His expertise lies in creating efficient and reusable code, which he has applied across various sectors, including emergency services and nonprofit organizations.15
Professional Background
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Education and Early Career: Miles has a background in statistics and computing, which he leverages to help organizations better understand their business and customers. He has worked with notable organizations such as Queensland Fire and Emergency Services and CSIRO, contributing significantly to data science practices within these institutions.1
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Current Role: At The Data Collective, Miles plays a crucial role in helping charities utilize data effectively. His work emphasizes the importance of reproducibility in data science, advocating for practices that foster collaboration and skill-sharing among team members.24
Contributions to the Field
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Open Source and Community Engagement: Miles is an active contributor to the open-source community, particularly in the R programming environment. He is known for his discussions on best practices in data analysis, including the design of reusable code packages and the management of data science projects.13
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Thought Leadership: He has presented on various topics related to data analysis, including patterns and anti-patterns in code reuse. His insights aim to bridge the gap between data science, engineering, and software development, promoting a more structured approach to data analysis workflows.13
In summary, Miles McBain is a key figure in the Australian data science landscape, recognized for his innovative approaches to data analysis and his commitment to improving team workflows through effective coding practices.