Versatile AI/ML leader with numerous years of experience delivering performant machine learning systems, while operating at the intersection of algorithmic advancement and engineering scale. I've been instrumental in creating meaningful product impact through solving pressing industry problems like content and context understanding, detecting and eliminating fake content, fraud detection via user impersonation, customer churn prevention, and customer ranking and recommendations, just to name a few. Adept at utilising advanced research in deep learning, natural language processing, and graph theory (publications, papers) as well as machine learning systems and architectures (big data, microservices, containers) to serve predictions at scale. Set up and mentored cross-functional DS/ML teams multiple times over the course of the last decade.