Gustavo brings over 15 years of extensive experience in software development and research projects. He has a strong background in Java (Hibernate, Spring, JUnit, Spoon, etc) with a particular focus on developing linters and static analysis tools. He is also well familiar with Python technologies (Pandas, Sklearn, etc), writing ML models.In his leadership role at Zup Innovation, Gustavo managed a team of researchers and provided regular reports to the C-level executives. His responsibilities included creating functional proof-of-concepts to showcase research outcomes, preparing white papers and presentations, and overseeing the recruitment and management of the team.Gustavo is also an accomplished writer, with a notable publication record including over 100 peer-reviewed research papers, two short ebooks, and numerous blog posts on personal and company-wide platforms. Gustavo also curates and maintains the ml4se.substack.com newsletter, where he shares machine learning techniques to software developers.With native proficiency in Portuguese and fluency in English, Gustavo is adept at communicating effectively in both languages.