As a doctoral candidate in AI & Machine Learning at George Washington University, my research is centered on engineering trustworthy collaborative AI. I specialize in developing novel defense mechanisms to address critical security vulnerabilities in federated learning, ensuring model integrity in dynamic threat environments where adversaries adapt their attack strategies. My work is at the intersection of distributed systems, model robustness, and cybersecurity.