I'm Smitashree Choudhury, a Principal Data Scientist with a PhD in Natural Language Processing and over 10 years of experience building and shipping machine learning systems across healthcare, enterprise, and research. My work spans deep learning, LLMs, NLP, and clinical AI — always with a scientist's mindset: hypothesis-driven, experiment-led, and grounded in real-world impact.