Aleksandra Ludwiniak is a Junior Machine Learning Developer at Trifork since June 2023 and previously served as a Junior Robotic Process Automation (RPA) Developer at Betacom S.A. from February 2022 to January 2023. Throughout an academic career, Aleksandra was a Senior Member of the SGH Students' Association for Computer Science, coordinated W@S workshops, and contributed as a member of the organizing committee for the "Zderzenia poznawcze 2021" event at the University of Warsaw. Additionally, experience includes a role as a Business Consultant and Intern at ConQuest Consulting from September 2020 to May 2021. Aleksandra holds a Master’s degree in Human-Centered Artificial Intelligence from the Technical University of Denmark, along with Bachelor's degrees in Cognitive Science from the University of Warsaw and in Quantitative Methods in Economy and Information Systems from SGH Warsaw School of Economics.