Muhammad Ayaan Shehryar is an Associate at Esquare Legal, UAE, with a practice focused on FinTech, blockchain, and virtual assets. He has also worked at Martens Rechtsanwälte in Munich, where he gained experience in Sports Law and Arbitration. He graduated with High Distinction from the National University of Sciences and Technology, School of Law, Pakistan, where his thesis examined Blockchain Arbitration. He also represents athletes before the FIFA Football Tribunal as Counsel. His experience at the intersection of technology, sports, and dispute resolution positions him well to contribute to his Kleros Fellowship research on decentralized justice in football. His project examines how Kleros mechanism, can complement VAR in football by addressing controversies that remain after video review, especially where evidentiary ambiguity or subjective judgment creates interpretative drift. It proposes both on-field and off-field applications, including juror-based and hybrid AI-juror decision layers for live match incidents, as well as post-match audits, referee performance evaluation, and governance oversight to improve transparency and accountability in football.