Postdoctoral Researcher

• Sep 2021 - Present

Postdoctoral Researcher

• Feb 2021 - Sep 2021

Predoctoral researcher

• Apr 2017 - Dec 2020

Performed research on AI-based approaches for malware detection and classification. Teaching Assistant for the following subjects imparted in the Degree in Computer Engineering: - Introduction to Programming. - Computer Networks. Performed research on AI-based approaches for malware detection and classification. Teaching Assistant for the following subjects imparted in the Degree in Computer Engineering: - Introduction to Programming. - Computer Networks.

Research Stay

• Jan 2020 - Apr 2020

Researched the robustness of M.L. models for malware classification. Researched the robustness of M.L. models for malware classification.

Research Stay

• Oct 2019 - Dec 2019

During the stay I carried out research on reinforcement learning and its applications to information security. During the stay I carried out research on reinforcement learning and its applications to information security.

Data Scientist

• Oct 2016 - May 2018

I was responsible for the design and the implementation of a system powered by state-of-the-art machine learning techniques to: (1) detect malicious executables; (2) and to classify malware into families.

Data Scientist, Intern

• Feb 2016 - Oct 2016

I lead the development of a project whose aim was to distinguish benign websites from phishing and malicious sites using machine learning.

Intern

• Sep 2015 - Feb 2016

I worked in a project related to the field of learning analytics. The aim of the project was to promote innovation, improvement capability and competitiveness of the services and products UPCnet offers in the scope of learning processes (e-Learning and Virtual Campuses) and their management. I was responsible of the design of the project's data architecture. I worked in a project related to the field of learning analytics. The aim of the project was to promote innovation, improvement capability and competitiveness of the services and products UPCnet offers in the scope of learning processes (e-Learning and Virtual Campuses) and their management. I was responsible of the design of the project's data architecture.

Junior Programmer

• Jul 2013 - Jun 2014

Worked as a bachelor at BDigital. I cooperated with the R&D Food and Environment department in the design and implementation of an European project called IES. http://www.ies-sim.com/ Worked as a bachelor at BDigital. I cooperated with the R&D Food and Environment department in the design and implementation of an European project called IES. http://www.ies-sim.com/