With over five years of machine learning experience and an additional five years leading teams, I am a Deep-Learning Researcher specializing in Healthcare. My work includes developing early detection systems for Sepsis and Septic Shock that significantly improve diagnosis and treatment outcomes, engineering sophisticated time-series transformers to enhance patient care prediction accuracy, and fine-tuning large language models to support critical care decision-making. I've also built robust backend infrastructures and designed efficient APIs for real-time data processing, driving substantial improvements in patient care through technical innovation and a profound understanding of healthcare needs.
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