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Jakub Podolak has work experience in various roles and companies. From 2023 to the present, they have been working as a Data Scientist at dotData. In the same year, they also worked as an ML Research Intern at IDEAS NCBR Sp. z o.o., where they implemented research papers on Early exit methods in Computer Vision models and benchmarked Dynamic Architectures in ResNets and Vision Transformers.

In 2022, Jakub worked as a Panel Officer at ML in PL. In 2021, they were a Junior Machine Learning Specialist at MIM Solutions, where they performed data analysis, developed ML models, and worked on an NLP model for classifying malicious pages online.

Prior to that, Jakub worked as a Robotics and Python Teacher at High Schools from 2018 to 2021, where they built Arduino-based robots and coded Python games with students. In 2020, they worked as a Junior Frontend Developer at Spinney Mobile Development, developing new features in an online game using React.js and React Native.

Jakub Podolak is a student currently pursuing a degree in Informatyka (Computer Science) from the University of Warsaw. Jakub started their studies at the university in 2020 and is expected to graduate in 2023. In addition to their university education, Jakub has obtained additional certifications. One of these certifications is "Fundamentals of Deep Learning" from NVIDIA, which they acquired in November 2022. The other certification they possess is "Cambridge CAE - Score 203 (C2)" from Cambridge University Press & Assessment English, but the specific month and year of obtaining this certification are not provided.