About Fabio Cumbo

I’m a Software Engineer with a Ph.D. in Computer Science and Automation Engineering, currently Postdoctoral Researcher at the Blankenberg Lab, Center for Computational Life Sciences, Lerner Research Institute of the Cleveland Clinic Foundation, Cleveland, Ohio, USA.

My scientific portfolio comprising peer-reviewed journal articles, conference proceedings, and pre-print manuscripts are available on my Google Scholar profile.

My curriculum vitae is instead available here.

I’m always available for new collaborations! Get in touch with me at fabio.cumbo@gmail.com or cumbof@ccf.org

Research Interests

My research interests include but are not limited to:

• Bioinformatics: developing new computational methods in Metagenomics for the discovery and characterization of known and yet-to-be-named microbial species;

• Machine Learning: designing evergy- and memory-efficient machine learning methods for analyzing large-scale biomedical data;

• Hyperdimensional Computing: developing and applying Hyperdimensional Computing (Vector-Symbolic Architectures) to solve complex problems in artificial intelligence and bioinformatics;

• Quantum Computing: currently exploring its application to Hyperdimensional Computing and the development of new quantum neuromorphic architectures.

Highlights