I am a PhD student at Instituto Superior Técnico studying multi-leg two-loop scattering amplitudes, which are essential for improving the precision of theoretical predictions in high-energy particle collisions. My research focuses on developing a deeper formal understanding of these amplitudes and uncovering new universal structures that can enhance our ability to describe multi-jet processes at the Large Hadron Collider.