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Siti Khotijah is a data scientist and researcher with extensive experience in AI engineering, machine learning, and education. Currently serving as a Data Scientist Researcher at Crunch Lab, Siti participates in stock return prediction competitions. Previous roles include consulting on causal AI projects, working as an AI Engineer at both Shipper and ABE Industries, and developing machine learning solutions in various sectors. Siti is also recognized as a Kaggle Competitions Expert and Notebooks Master, actively contributing to the Kaggle community. Academic qualifications include a Ph.D. in Computer Science from National Taiwan University of Science and Technology, a Master's in Informatics from Telkom University, and a Bachelor's in Informatics from STMIK Mardira Indonesia.