Piotr Szymański
Piotr Szymański is a scientist with a mathematical and computer science background. He obtained his Ph.D. in Computer Science at Wrocław University of Science and Technology in 2020. As a scholar, he visited Stanford University, Hasso Plattner Institute in Potsdam, Technical University of Sydney, Dortmund Technical University, and Josef Stefan Institute in Ljubljana. He is the primary author of the scikit-multilearn library for multi-label classification. He also has extensive corporate R&D experience. He was one of the authors of the ML/AI layers of Avaya Conversational Intelligence, a contact-center personnel support solution used widely in American call centers. Currently, he leads a Spatial AI group at the Department of Artificial Intelligence at Wrocław University of Science and Technology, Poland.
Wrocław University of Science and Technology
Session
This tutorial offers a thorough introduction to the srai library for Geospatial Artificial Intelligence. Participants will learn how to use this library for geospatial tasks like downloading and processing OpenStreetMap data, extracting features from GTFS data, dividing an area into smaller regions, and representing regions in a vector space using various spatial features. Additionally, participants will learn to pre-train embedding models and train predictive models for downstream tasks.