Research Line: Development of firmware and GNN-based pattern reconstruction algorithms for the CMS experiment's muon trigger using AMD Versal AI Engine technology.

Development of pattern recognition algorithms using machine learning techniques to improve the CMS experiment's Level-1 muon trigger system. Conversion of these algorithms into firmware for execution on FPGAs featuring Versal AIE technology.