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Bianca Shipton's work experience begins in 2012 as an Office Administrative Assistant at The Week. From there, they worked as a Database Administrator at computershop.com.au in 2015. In 2016, they briefly served as a Professional Planter at Ecoplant Australia Pty Ltd. Starting in 2013, they became a Database Analyst at SIAM Engineering Pty Ltd, where they worked until 2021. Next, they took on the role of Technical Analyst at Novigi Pty Ltd from 2021 to 2022. Their most recent position is as an Associate Data Scientist at Annalect, starting in September 2022.

Bianca Shipton began their educational journey in 2010 at the University of Sydney, where they earned their Bachelor's degree in Science with a focus in Biology and Marine Biology. Bianca completed this program in 2013. Later, in 2017, they pursued further studies at the University of Sydney and obtained a Graduate Certificate in Data Science, which they completed in 2018. Building on their expertise in this field, Bianca Shipton pursued a Master's degree in Data Science at the University of Sydney from 2019 to 2020.