I'm a researcher interested in a broad spectrum of topics related to machine learning, artificial intelligence, and computer science in general. Recently, my research has been mostly focused on the optimization of complex performance in multi-label classification in domains of document tagging and recommendation. In recent years, I have published some of my work at the top ML conferences, such as NeurIPS, ICML, ICLR, and KDD. Moreover, I also have experience working in the industry and as a teacher of various machine learning-related courses.Currently, I'm a part of an incredible team of researchers at Snowflake.I'm also a proud member of an awesome ML in PL Association (mlinpl.org) and co-organizer of ML in PL Conference (conference.mlinpl.org) since 2019.A long time ago, I created ViZDoom, a lightweight library with reinforcement learning environments based on the cult classic computer game Doom (vizdoom.farama.org).My personal website: mwydmuch.plGitHub: github.com/mwydmuchGoogle Scholar: scholar.google.com/citations?user=lMXyoEAAAAAJ