About me
I am a postdoctoral researcher at the University of Jyväskylä, Finland, specializing in multimodal physiological signal processing and biosignal algorithm development. My work focuses on integrating ECG, respiration, and EEG signals to extract phase-dependent features related to attention, learning, and cognitive processes. I develop signal processing pipelines for noisy physiological recordings, including cardiac cycle detection, respiration phase estimation, and multimodal synchronization.
I am a postdoctoral researcher at the University of Jyväskylä, Finland, working within the LearnDigi (Digitalization in and for Learning and Interaction) project. I specialize in multimodal physiological signal processing and biosignal algorithm development. My work focuses on integrating ECG, respiration, and EEG signals to extract phase-dependent features related to attention, learning, and cognitive processes. I develop signal processing pipelines for noisy physiological recordings, including cardiac cycle detection, respiration phase estimation, and multimodal synchronization.
I have extensive experience working with EEG, ECG, respiration, and other physiological signals using MATLAB and Python. My work includes developing preprocessing pipelines, implementing feature extraction methods, and applying machine learning approaches for physiological signal analysis. I am particularly interested in developing robust biosignal algorithms for real-world wearable applications.
News
- May 2024 Received a one-year Postdoctoral Researcher Funding from Ella and Georg Ehrnrooth Foundation, Finland for the period 2024–2025.
- March 2024 Cardiorespiratory rhythm & learning in elderly manuscript accepted – Journal of Neurophysiology .
- July 2023 Poster presentation at OHBM 2023 , Montreal, Canada.
- May 2023 Received a one-year Postdoctoral Researcher Funding from Ella and Georg Ehrnrooth Foundation, Finland for the period 2023–2024.
- Sept. 2022 Started postdoctoral research work in Miriam Nokia's group.