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Agustinus Nugroho is an experienced Data Scientist at AdminCerdas since January 2018, focusing on developing LLM-powered solutions such as retrieval chatbots and semantic search engines. In addition to this role, Agustinus has been a Lecturer at Universitas Ciputra Surabaya since June 2017, teaching research methodology and mentoring undergraduate students on their theses. Prior to this, Agustinus served as a Lecturer at Universitas Kristen Petra from February 2012 to July 2017, where research on Hospitality Management was conducted, alongside a role as Head of the Food and Beverage Division. Agustinus began a career in hospitality as a Service Associate at Rockford Hotels in 2010. Educational credentials include a PhD in Strategic Management from CSS MORA, a Master's degree in Hospitality Administration from Le Cordon Bleu Australia, and various nanodegrees in Data Analysis and Deep Learning from Udacity.