At Instituto Politécnico do Porto, I participated in the CCC Norte project to improve cybersecurity in companies and public entities in Northern Portugal. I assessed cybersecurity maturity through workshops based on the NIST Cybersecurity Framework and developed technical reports with recommendations tailored to each organization.
I analyzed workshop data using Python and R, supporting reports, white papers, and applied research. I was first author of a scientific article on cybersecurity maturity for public entities and SMEs in Northern Portugal, accepted for the ICISSP 2026 conference and invited for an extended version.
At ISRC, I developed training content for healthcare professionals, including an Exploratory Data Analysis module with practical Python activities. My research has also covered virtual reality and marketing, including an immersive Unity experience on Meta Quest 2 for marketing personalization in the metaverse.

