About
Marco Cardia is a postdoctoral researcher (Research Fellow) in the Department of Computer Science at the University of Pisa. His work focuses on applying Machine Learning to environmental monitoring and digital accessibility, particularly for visually impaired users. He develops robust systems for interpreting spectroscopic signals in water and generating alternative descriptions for visual scientific content.
- Technical expertise in Python, C++, Java, and frameworks like PyTorch, TensorFlow, Scikit-learn, Pandas
- Tools: Docker, Git, with projects visible on GitHub
- Research spans data scarcity solutions (CGANs) and model interpretability for practical applications.
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