Sukumar Muthusamy

I am an AI/ML Engineer and graduate researcher specializing in Explainable AI (XAI) and privacy-preserving machine learning. Before pursuing my Master's in Artificial Intelligence, I spent over eight years in the U.S. healthcare domain, ultimately serving as a QA Tech Lead directing quality assurance across 12 enterprise scrum teams. That background fundamentally shapes how I build AI today: I don't just train models; I architect transparent, compliant, and rigorously validated AI systems designed for high-stakes, real-world deployment.