Research and R&D projects
- May 2026 – May 2029ongoing
JURIDICA — Integrated platform supporting decisions and case analyses for merging penalties and penal measures in criminal cases
Integralna platforma wspierająca decyzje i analizy przypadków łączenia kar i środków karnych w sprawach karnychMy roleSpecialist in algorithms and statistics.
- Jan 2026 – Dec 2028ongoing
PUCHACZ — Platform for obtaining characteristics of adversaries and cyber threats
Platforma Uzyskiwania Charakterystyk Adwersarzy i Cyber ZagrożeńMy roleSpecialist in applications of artificial intelligence in cybersecurity.
- Mar 2023 – Dec 2024
Guideline-based sentencing algorithms — Algorithms based on sentencing guidelines as a counter-proposal to “AI courts”
Algorytmy oparte na wytycznych orzeczniczych w sprawach karnych jako kontrpropozycja wobec sądów sztucznej inteligencjiMy roleData analysis and AI: algorithm design, data analysis, sentencing-recommendation models, publications.
- Mar 2022 – Dec 2024
Młoda Kadra — Algorithmic complexity in a cellular-automaton model of a context-constructing system, analysed with algorithmic information dynamics
Analiza złożoności algorytmicznej w modelu układu konstruującego kontekst opartego o automaty komórkowe za pomocą metod algorytmicznej dynamiki informacjiMy rolePrincipal investigator and sole researcher: simulations and their implementation, analysis, publications.
- Oct 2021 – Dec 2024
MALWINA — MALWare IN a box: AI-based platform for analysing malware and the traces it leaves on devices
My roleLead machine-learning researcher; led a small team.
- Dec 2017 – Aug 2019
SCADvance — SCAda Advance: methods improving the security of industrial networks in the power sector
My roleLead machine-learning researcher (AI-based anomaly detection in industrial networks); led a small team. Results were deployed in practice.
Field and laboratory biology
- Jul 2013 – Mar 2014
OPUS 2 — Effects of population size and density on survival and reproductive success of alternative male morphs in the mite Rhizoglyphus echinopus
Wpływ wielkości populacji oraz zagęszczenia na przeżywalność i sukces reprodukcyjny alternatywnych form samców roztocza R. echinopusMy roleMaintaining mite cultures, heritability analysis, experiments.
- Jun – Aug 2013
Reintroduction of the edible dormouse (Glis glis) in Western Poland
Reintrodukcja popielicy (Glis glis) w Polsce ZachodniejMy roleRelease and radio-tracking of selected individuals in the Barlinek-Gorzów Landscape Park.
Student research projects
Carried out in thematic sections (small research groups) of university student research clubs. I co-founded and led the Evolutionary Biology Section at Adam Mickiewicz University (2013–2016) and the Biocybernetics Section at Poznan University of Technology (2015–2017), and was a member of the In Vitro Culture Section at AMU (2011–2015).
- Feb 2015 – Aug 2017
Modelling M1/M2 macrophage polarisation
Carried out together with fellow students.
- May 2015 – Dec 2016
Automated measurement of visual traits of male guppies from photographs with convolutional neural networks
The section's own project.
- Mar – Nov 2014
Heritability of female fecundity in Rhizoglyphus robini lines selected for alternative male morphs
Project carried out within the section.
- Nov 2011 – May 2015
In-vitro micropropagation of Chelidonium majus L. from different explant types
Principal investigator of the project.