I am currently a Research Engineer at Google DeepMind as well as Research and Teaching assistant at the Faculty of Mathematics and Computer Science, Jagiellonian University, Krakow, Poland. In my PhD thesis entitled "Renyi's quadratic entropy in classification", under the supervision of prof. Jacek Tabor, I showed how one can exploit particular properties of this non-classical entropy measure to build a discriminative models. This led to the construction of a model called Multithreshold Entropy Linear Classifier (MELC), if you are interested in my research please take a look at my research page and feel free to contact me with any questions.

As one can see my main research interests are entropic models in machine learning as well as applications in cheminformatics domain. Together with a team from Institute of Pharmacology, Polish Academy of Sciences, we developed some novel methods for ligand-based virtual screening.

I am also a member of Group of Machine Learning Research (GMUM).

Short CV

• education
• scholarshipsprizes
• workexperience

Education

• PhD with distinction, Machine Learning
  "Renyi's quadratic entropy in classification"
  Faculty of Mathematics and Computer Science, Jagiellonian University (2011-2015)
• MSc, Theoretical Computer Science
  "Automated reconstruction of three-dimensional neuron structure from confocal microscopy image stack based on artificial neural networks"
  Faculty of Mathematics and Computer Science, Jagiellonian University (2006-2011)

Scholarships and prizes

• Prize for scientific achievements (2015)
  Rector of Jagiellonian University
• Scholarship from pro-quality grants fund
  Polish Ministry of Science (2014-2015)
• 4th place in TRADESHIFT challenge (2014)
  International machine learning/data mining competition hosted on the kaggle.com platform
• 5th place in CONNECTOMICS challenge (2014)
  International machine learning/data mining competition hosted on the kaggle.com platform
• Scholarship from pro-quality grants fund (2013-2014)
  Polish Ministry of Science
• Scholarship from pro-quality grants fund (2012-2013)
  Polish Ministry of Science
• Phd Scholarship (2011-2015)
  ŚSDNM European Union Programme

Experience

• 
  Research Engineer (Jan, 2016-now)
  Google DeepMind, London, UK
• 
  Research and teaching assistant (Oct, 2014-now)
  Jagiellonian University, Krakow, Poland
• 
  Machine learning engineer (Jul, 2014-Dec, 2014)
  Samsung R&D Institute, Krakow, Poland
• 
  Text mining researcher (Apr, 2011-Jun, 2011)
  inLevel, Krakow, Poland