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Muhammad Alwy Shihab is a seasoned analytics professional with extensive experience in data management and operations, currently serving as a Senior Consumer & Channel Analytics Associate at Ruangguru since June 2021. In this role, focus is placed on the Project Offline Branches Expansion, overseeing team performance and ensuring effective daily operations. Transitioning to Senior Leads Management Associate in October 2022, Muhammad manages teams responsible for end-to-end leads data assignment, integrating operations, development, and analytics. Previous roles include a Data Science Trainee at Jakarta Smart City, where a project involved creating a web application to analyze Twitter data, and a Data Specialist Intern, where data collection and dashboard creation were key responsibilities. Muhammad's background also includes a position as a Teaching Assistant, guiding students in exploratory data analysis techniques. Muhammad holds a Bachelor's degree in Statistics from Universitas Padjadjaran.