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Piotr Szymański

Assistant Professor

Piotr Szymański is an assistant Professor at the Department of Artificial Intelligence at the Wrocław University of Science and Technology and a Machine Learning Engineer at Avaya. Professionally involved in data analysis, statistical reasoning, geospatial data science, natural language processing, machine learning and artificial intelligence techniques.

He is an alumni of the Top 500 Innovators program at Stanford University, worked in several institutions over the years incl. Hasso Plattner Institute in Potsdam, Josef Stefan Institute in Ljubljana, University of Notre Dame and University of Technology Sydney. He is the author of http://scikit.ml - a popular python library for multi-label classification, and https://github.com/niedakh/pqdm/ - a parallel processing wrapper for tqdm.

Apart from multi-label classification, Piotr published papers concerning urban data, traffic analysis and bridging the gap between ASR and NLP in spoken language understanding systems. In his free time he is an urban activist in Wrocław - chairing the [http://tumw.pl](Society of Beautification of the City of Wrocław), and a member of Wrocław city [http://brochow.wroclaw.pl](distric council of Brochów).

Recently he became a member of the international group which models coronavirus spread: http://mocos.pl, which publishes regular reports about the state of the pandemic in Poland and also analysis of related phenomena.

Research interests

  • urban data science
  • spoken language understanding
  • natural language processing
  • representation learning

Research groups

Education

  1. 2008

    MsC in Computer Science

    Wroclaw University of Science and Technology

Publications40

Mitigation and herd immunity strategy for COVID-19 is likely to fail

Marek Bawiec, Viktor Bezborodov, Marcin Bodych, Tyll Krüger, Agata Migalska, Barbara Pabjan, Tomasz Ożański, Ewaryst Rafajłowicz, Wojciech Rafajłowicz, Ewa Skubalska-Rafajłowicz, Sara Ryfczyńska, Piotr Szymański, Barbara Adamik, Wolfgang Bock, Jan Pablo Burgard, Thomas Götz, Ewa Szczurek

Raporty Katedry Automatyki, Mechatroniki i Systemów Sterowania. 2023, Ser. PRE, nr 3, 25 s

2023

Analiza zmienności stężeń pyłu PM2,5 na wybranych obszarach kampusu Politechniki Wrocławskiej podczas stanu zagrożenia epidemicznego oraz stanu epidemii ogłoszonych z powodu rozprzestrzeniania się wirusa SARS-CoV-2

Izabela Sówka, Marcin J Pawnuk, Piotr Szymański, Marek Badura, Piotr Batog

W: Aktualne trendy w ochronie powietrza i klimatu - kontrola, monitoring, prognozowanie i ograniczanie emisji : praca zbiorowa / red. Izabela Sówka, Kazimierz Gaj i Urszula Miller. Wrocław : Oficyna Wydawnicza Politechniki Wrocławskiej

2020

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