Unsupervised Anomaly Detection of Acute Health Events in Older Adults Using Longitudinal Wearable Sensor Data
Personalized detection of acute health events · extended study
ChatTUL: AI Admissions Chatbot at the Łódź University of Technology
AI-based conversational system assisting applicants with programs, admissions, and deadlines. The project concluded in May 2026.
Connecting Wearables, Caregivers and Clinics with Explainable AI
AI-Driven Cardiovascular Health Monitoring and Risk Assessment
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.
Time–Frequency Fourier Methods for Live Audio Noise Reduction
edited by G. Gwóźdź-Łukawska, Łódź University of Technology, 2025.
Monograph chapter. ISBN: 978-83-938538-5-4.
Advanced Acoustic Analysis and Classification of Instrumental Sounds in High-Dimensional Feature Spaces
Supervisor: Prof. Stanisław Goldstein.
Defended: September 2025.
Why AI Alone Can't Yet Cure Cardiovascular Disease and What We're Doing About It in Łódź
Keynote presentation.
Łódź, Poland.
Fourier Transform in Sound Processing
Paper presentation.
Łódź, Poland.
All in E-Cards: Universal Card Game System Based on E-Ink Displays
Research project at Łódź University of Technology.
Funded by the Vice-Rector for Student Affairs (Research Club Council Competition).
Code of Crisis: Decoding Lessons from Adversity
Poster presentation.
Łódź, Poland.
AI-Driven Cardiovascular Health Monitoring and Risk Assessment
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.
Reinforcement Learning for Multi-Target Decision Systems
Research on applying reinforcement learning to dynamic, sequential multi-target selection and optimization scenarios.