My journey into data science began during an internship at Appier, Taiwan's leading AI company. There, I worked with programming tools and databases on projects focused on improving user prediction models and optimizing ETL processes for better data efficiency. Witnessing the enhanced performance of our clients firsthand, I was deeply struck by the transformative power of machine learning in shaping marketing strategies and driving e-commerce success.Currently, I am pursuing a Master of Information Systems Management (MISM) at Carnegie Mellon University, with a focus on machine learning and data analytics. My goal is to work in the tech industry as a data scientist, where I can leverage my data magic to drive impactful business transformations across industries and create global value.I am actively seeking data scientist and data analyst internships for 2025. If you have any relevant opportunities, please feel free to contact me through LinkedIn or email at hsiangyl@andrew.cmu.edu. I look forward to connecting with like-minded individuals who share my passion for data!