analysis Vector Boson Scattering and aQGC Semileptonic diboson measurements, anomalous gauge coupling constraints, and analysis leadership within CMS. Higgs and Di-Higgs Searches Ongoing work on high-mass Higgs, Higgs-to-muon-pairs, and resonant or non-resonant Higgs pair production. detectors GEM Detector Development Detector R&D, beam tests, quality control, and hardware studies for GEM systems in CMS. software Trigger and Detector Software HLT optimization, DQM development, HGCAL studies, and software tooling for large-scale CMS workflows.