Welcome to my page!
My name is Una Pale Simon, and I am electrical engineer and data scientist specializing in biomedical applications of electronics, wearable devices, and machine learning. I am currently a postdoctoral researcher at the University Hospital Zurich and the University of Zurich, working within the intensive care department to address critical challenges in clinical decision making, specifically respiratory failure prediction. My work leverages advanced machine learning methodologies, with a strong emphasis on time-series data analysis and causal inference.
Academic and Research Background
In 2023 I completed my PhD at EPFL (École Polytechnique Fédérale de Lausanne), where I focused on using hyperdimensional computing to detect epileptic seizures from EEG signals. Prior to this, I worked on topics of neurorehabilitation, working with techniques such as transcranial direct current stimulation (tDCS) and transcranial magnetic stimulation (TMS) to improve stroke recovery and motor learning.
Broader Interests
Beyond my primary research, I am passionate about:
- Open Science and Reproducibility: Advocating for transparent, accessible, and reproducible research. Currently doing study on OS practices among young researchers in Croatia.
- Science Communication and Science for Policy: Bridging the gap between scientific discovery and public understanding.
- Meta-Research: Exploring publication practices, peer review systems, and research evaluation to improve scientific integrity and impact.
Community Engagement
In 2023, I co-organized a summer school on bridging the gap between science and policy, broadening my perspective on the societal impact of research.
For years, I have been a board member of Penkala, a non-profit organization fostering connections among young Croatian scientists across academia and industry. Through this initiative, I have:
- Co-created “Slušalica” the first Croatian scientific podcast.
- Developed the “Penkalin Blog” showcasing Croatian research.
- Organized impactful science events, including the flagship event, Mutimir.
- Initiated and coordinate Map of Croatian scientist project.
If you are Croatian and share an interest in advancing science and collaboration, please feel free to reach out to me!
Collaboration and Opportunities
I am currently open to collaborations or roles that align with my expertise in machine learning, signal processing, healthcare, and neuroscience. I am especially interested in:
- Applying AI to global health challenges.
- Working at the intersection of meta-research, open science and science policy.
If your organization or project aligns with any of these areas, I would love to hear from you!
Contact Me
Email: una[dot]pale[at]gmail[dot]com Or use the contact form on this page.
You can also connect with me on social media to stay updated on my projects and interests.
