Mateusz Panasiuk

Mateusz Panasiuk's work experience begins with their role as the Chief Scientific Officer at AI Investments Ltd., which started in December 2021. In this position, they are responsible for creating machine learning models for financial market forecasting, risk estimation, and portfolio optimization. Mateusz'sresearch focuses on methods such as reinforcement learning, learning automata, and statistical modeling.

Prior to their current role, Mateusz was a Principal Machine Learning Engineer at Push Studios from March 2020 to November 2021. During this time, they specialized in developing end-to-end predictive systems for financial data, including pricing of stocks, indexes, and currencies. Mateusz also worked with noisy datasets, particularly in the form of time series and tabular data, and gained experience in cloud computing.

Before joining Push Studios, Mateusz worked as a Machine Learning Engineer and Data Analyst at IMAGENE.ME from August 2018 to November 2021. In this role, they focused on creating machine learning systems for the analysis of genomic data. Mateusz designed optimal data representations for sparse data and patient history.

Mateusz's work experience also includes a position as a Medical Specialist at Owned Outcomes from November 2017 to March 2020. Here, they contributed to data analysis, curated datasets, and assessed model performance. Mateusz was involved in projects related to churn prediction, rehospitalization prediction, and automated text analysis. Additionally, they conducted scientific publications analysis.

In summary, Mateusz Panasiuk has a strong background in machine learning, with experience in financial market forecasting, genomic data analysis, and healthcare applications. Mateusz has demonstrated expertise in developing predictive systems, working with both noisy and sparse datasets, and applying machine learning techniques to solve real-world problems.

Mateusz Panasiuk completed their Bachelor of Science in Engineering (BSE) in Computer Science from Warsaw University of Technology from 2020 to 2024. Prior to that, they pursued a Doctor Of Medicine (MD) degree in Medicine at the Medical University of Bialystok from 2011 to 2017. In terms of additional certifications, Mateusz obtained an Open Water Diver certification from PADI in June 2021 and an ECFMG Certificate from ECFMG in August 2018.