Mateusz Lango


Assistant Professor at PUT & Machine Learning Consultant

New course for Master students in Artificial Intelligence

I will create a new course (lectures & labs) on "Advanced Natural Language Processing" for Master students of Artificial Intelligence founded from AI-Tech EU-funded project.


GHOST Day: Applied Machine Learning Conference 2020

This year I coorganize virtual "GHOST Day: Applied Machine Learning Conference" which aims in creating an outstanding space for exchanging experiences between machine learning practitioners and, most importantly, a friendly environment for updating knowledge in the rapidly changing area of data analysis. Among keynote speakers are researchers from Google DeepMind, Facebook AI Reserach and IBM Research.


Multi-imbalance - open source Python toolbox for multi-class imbalance classification

Check out our package for multi-class imbalanced problems, coded in Python.


Rector's award for the best academic teachers

I received Rector's award for didactic achievements with the most talented students working in GHOST group.


GHOST Day: Applied Machine Learning Conference

I coorganize "GHOST Day: Applied Machine Learning Conference" which aims in creating an outstanding space for exchanging experiences between machine learning practitioners and, most importantly, a friendly environment for updating knowledge in the rapidly changing area of data analysis. To this end, conference speakers will include several recognized representatives of the scientific community publishing at top-tier global conferences such as NeurIPS or ICML and numerous experts from companies constructing ML-based products such as Intel, IBM, Allegro or Pearson.


Rector's awards for the best academic teachers

I received two Rector's awards for didactic achievements. One award (together with Wojciech Kotłowski and Michał Kempka) for the creation of a new undergraduate course "Convex Optimization" (pol. Optymalizacja Ciągła) and one for didactic achievements with the most talented students.


Grid Clustering of Imbalanced Data - ISWD&OGr PAS seminar

I gave presentation entitled "Grid Clustering of Imbalanced Data" on the seminar of Polish Academy of Science (Intelligent Support Decision Systems and Granular Computing section)

(Download slides in PDF format)

The First Polish Meeting on Research in Artificial Intelligence (PP-RAI)

I coorganized The First Polish Meeting on Research in Artificial Intelligence (PP-RAI) to promote closer cooperation between key Polish AI organizations such as Polish Association of Artificial Intelligence, Polish Neural Network Society and Polish Group of Learning Systems.


100% of students evaluated my teaching as "Outstanding" :)

In the official SET study of the Faculty of Computing, 100% of students evaluated my teaching in the summer 2017 as "Outstanding". 91% of students thinks that my classes are exceptionally clear and understandable (9% that they are very clear :). Furthermore, my labs in Statistical Data Analysis were classified at least as "very good" by each participant. Thank you!


GHOST officially recognized as a PUT scientific circle

Machine learning club which I founded together with my students is now officially recognized as a university scientific circle. GHOST (Group of Horribly Optimistic STatisticians) gathers together students interested in fundamental aspects of machine learning and data analysis. If you would like to join us, please check out our website: ghost.put.poznan.pl.


Research Internship at Charles University in Prague

I was on the research internship at the Institute of Formal and Applied Lingustics, Faculty of Mathematics and Physics, Charles University in Prague where I conducted research about derivational morphology of Polish and Spanish using unsupervised and supervised machine learning methods.


Research Internship at Ljubljana University

I was on the research internship in Slovenia where I was realizing the project entitled Link prediction in LBD large-scale networks with Apache Flink. The internship was fully funded by PRACE (Partnership for Advanced Computing in Europe) as a part of Summer of High Performance Computing programme.


Sentiment Analysis in Twitter - ISWD&OGr PAS seminar

I gave presentation entitled "Sentiment Analysis in Twitter" on the seminar of Polish Academy of Science (Intelligent Support Decision Systems and Granular Computing section)

(Download slides in PDF format)

Third place in Subtask 4C of SemEval-2016: Sentiment Analysis in Twitter

SemEval (Semantic Evaluation) is series of evaluations of computational semantic analysis systems co-located with NAACL-HLT 2016, Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies.


Second place in Best Master's thesis in Computer Science competition

In the competition organized by Polish Information Processing Society (PTI) my Master's thesis entitled "Analysis and Extensions of Roughly Balanced Bagging" earned second place.


Remarkable Graduate of Poznan University of Technology

In 2015 I was awarded with "Remarkable Graduate of Poznan University of Technology" medal. Medal is awarded annually to at most 5 graduates of Poznan University of Technology for remarkable achievements during the course of studies.