At Apple, I work as a Machine Learning Research Engineer on the Input Experience NLP team, building the language models that power intelligent text input across Apple platforms, including features like Writing Tools. My role involves developing scalable multilingual NLP solutions, refining training and evaluation pipelines, and integrating generative AI technologies to enhance communication and self-expression. I collaborate with teams across Apple, from human interfaces to internationalization, to create seamless, user-centric experiences. Through research, prototyping, and production deployment, I contribute to the innovation that brings magical text input experiences to millions of users worldwide.