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Tobias Hatt has a diverse work experience in the fields of machine learning engineering, research, data science, private equity, and investment analysis.

In 2016, they worked as a Data Scientist at Record Currency Management where they built machine learning-based hedging products for emerging markets and Forex investment strategies. Tobias also developed synthetic re-balancing approaches using options.

In 2017, Tobias worked as an Investment Analyst at Invision AG and as a Private Equity Analyst at Bellevue adbodmer.

From 2018 to 2019, they served as a Data Scientist at a hedge fund.

From 2018 to 2022, Tobias worked as a Research Associate at ETH Zürich, focusing on research in (causal) machine learning for personalized medicine. Tobias'swork mainly involved treatment effect estimation and policy learning from real-world data.

Starting in 2023, Tobias will join EthonAI as a Machine Learning Engineer. No further details were provided about their role at the company.

Tobias Hatt's education journey began in 2011 when they enrolled at ETH Zürich. Tobias pursued a Master of Science in Mathematics and successfully graduated with distinction in 2016. Following their passion for data science and machine learning, Tobias returned to ETH Zürich in 2018 to pursue a Doctor of Science (Dr. sc. ETH Zurich) degree in Data Science & Machine Learning. Tobias completed their doctoral studies in 2022. During their academic journey, Tobias also had the opportunity to be a Visiting Research Scholar at the University of Cambridge in 2021 and 2022, where they focused on machine learning.