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Muhammad Dawood R. is an experienced Data Analyst currently working at straiv since July 2023. Previously, Muhammad conducted a master thesis at Bosch Research, focusing on a cost-benefit analysis of industrial cloud-based automation systems, utilizing the Monte Carlo method for cost estimation. Prior to that, Muhammad served as a Data Analyst at Bosch Rexroth, where analysis of complex data sets and creation of KPIs reports were key responsibilities. Muhammad's earlier experience includes role as a Data Analyst at Confiz, where business intelligence solutions were developed, and positions at Fabro International Co., Honda Atlas Cars, and DG Khan Cement Company, which involved inventory analysis and data collection. Muhammad holds a Master’s degree in Mathematical Modelling, Simulation, and Optimization from the University of Koblenz and Landau, as well as a Bachelor’s degree in Mechanical Engineering from the University of Engineering and Technology, Taxila.