Machine learning engineer ◆ Data scientist ◆ Mathematician ◆ Computer scientist
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I am a professional in Applied Mathematics and Computer Science, with a master’s degree in Artificial Intelligence. I have worked developing deep learning models for industrial usage, which includes gathering the necessary data, researching the optimal machine learning model for the given problem, and writing the necessary code to train and deploy the final product.
My main interest is applying artificial intelligence concepts and algorithms into different researching areas, like computer vision, natural language processing, cybersecurity or quantum computation. Implementing efficient computational solutions to real industry problems and challenges is my current professional objective.
October 2024 - Present
Addi is a technology company that provides credit and banking solutions, seeking to promote and enable digital commerce in Latin America.
October 2024 - Present
July 2021 - September 2024
Ressolve is a company that uses Artificial Intelligence to understand and interpret spoken or written conversations, extracting valuable insights that improve the customer experience and make businesses profitable.
January 2022 - September 2024
July 2021 - December 2021
Jan 2023 - Jun 2024
Jan 2018 - Dec 2021
DEFENDIFY: Defense amplified with transfer learning for obfuscated malware framework
Published in Springer Cybersecurity, April 2025. Coauthors are linked in original publication.
DOI: 10.1186/s42400-025-00396-z
Summary: In this paper, we present DEFENDIFY, a novel framework, empowered by Computer Vision, Deep Learning, and Transfer Learning techniques, that is able to detect completely obfuscated malware with high performance in terms of accuracy and computational consumption.
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