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This lecture introduces the concept of personalized medicine, emphasizing the need for tailored treatments based on individual patient characteristics. The instructor presents Ezekiel, an automated software designed to assist doctors in finding personalized dosage adjustments using Bayesian mathematical models. The software aims to improve treatment efficiency and is interdisciplinary, involving collaboration with clinical pharmacologists. The lecture covers the development process, testing phases, and future plans for Ezekiel, including attending relevant events and refining algorithms for data aggregation. Additionally, the Q&A session addresses funding strategies, the use of Bayesian approach, and the software's branding. The presentation concludes with a focus on the importance of patient-specific care and the potential impact of Ezekiel on healthcare.