2025
AI-Driven Cardiovascular Health Monitoring and Risk Assessment
Commissioned research, Łódź University of Technology.
Polish Ministry of Science and Higher Education Program: “Wsparcie studentów w zakresie podniesienia ich kompetencji i umiejętności”.
FERS.01.05-IP.08-0217/23, Offer N113.
Polish Ministry of Science and Higher Education Program: “Wsparcie studentów w zakresie podniesienia ich kompetencji i umiejętności”.
FERS.01.05-IP.08-0217/23, Offer N113.
Documentation available upon request
01.10.2025 – 30.09.2026
Time–Frequency Fourier Methods for Live Audio Noise Reduction
In Matematyka – od zastosowań oczywistych do zdumiewających – MathUp 2025,
edited by G. Gwóźdź-Łukawska, Łódź University of Technology, 2025.
Monograph chapter. ISBN: 978-83-938538-5-4.
edited by G. Gwóźdź-Łukawska, Łódź University of Technology, 2025.
Monograph chapter. ISBN: 978-83-938538-5-4.
Book (Monograph)
BibTeXSeptember 2025
Advanced Acoustic Analysis and Classification of Instrumental Sounds in High-Dimensional Feature Spaces
B.Sc. Thesis, University of Łódź.
Supervisor: Prof. Stanisław Goldstein.
Defended: September 2025.
Supervisor: Prof. Stanisław Goldstein.
Defended: September 2025.
No link available yet
September 2025
Why AI Alone Can't Yet Cure Cardiovascular Disease and What We're Doing About It in Łódź
5th International Congress on Digital Regeneration of Cities.
Keynote presentation.
Łódź, Poland.
Keynote presentation.
Łódź, Poland.
VideoApril 9–10, 2025
Fourier Transform in Sound Processing
MathUp 2025 Conference.
Paper presentation.
Łódź, Poland.
Paper presentation.
Łódź, Poland.
April 9, 2025
2024
All in E-Cards: Universal Card Game System Based on E-Ink Displays
Supervisors: Dr inż. Julia Dominiak, Prof. Krzysztof Grudzień.
Research project at Łódź University of Technology.
Funded by the Vice-Rector for Student Affairs (Research Club Council Competition).
Research project at Łódź University of Technology.
Funded by the Vice-Rector for Student Affairs (Research Club Council Competition).
Documentation available upon request
01.05.2024 – 15.03.2025
2023
Code of Crisis: Decoding Lessons from Adversity
2nd International Scientific Financial Progress Conference.
Poster presentation.
Łódź, Poland.
Poster presentation.
Łódź, Poland.
Documentation available upon request
December 13, 2023
Ongoing Research
AI-Driven Cardiovascular Health Monitoring and Risk Assessment
Supervisor: Prof. Krzysztof Grudzień
Commissioned research, Łódź University of Technology.
Polish Ministry of Science and Higher Education Program.
Focus: development of explainable AI tools for cardiovascular risk estimation and long-term monitoring.
Commissioned research, Łódź University of Technology.
Polish Ministry of Science and Higher Education Program.
Focus: development of explainable AI tools for cardiovascular risk estimation and long-term monitoring.
In progress
ChatTUL: AI Admissions Chatbot at the Łódź University of Technology
Supervisor: Natalia Walczak
AI-based conversational system assisting applicants with programs, admissions, and deadlines. Current work focuses on model fine-tuning and evaluation for publication.
AI-based conversational system assisting applicants with programs, admissions, and deadlines. Current work focuses on model fine-tuning and evaluation for publication.
In progress
Reinforcement Learning for Multi-Target Decision Systems
Supervisor: Dr. Piotr Duch
Research on applying reinforcement learning to dynamic, sequential multi-target selection and optimization scenarios.
Research on applying reinforcement learning to dynamic, sequential multi-target selection and optimization scenarios.
In progress