People / Students / Class of 2025
Shio Huang graduated from the University of California, Berkeley, with a double major in Data Science and Economics in 2023. During his undergraduate studies, he gained a deep understanding of data analysis, machine learning, and economic theory, supported by rigorous coursework in data inference, natural language processing, econometrics, and financial economics. This academic foundation equipped him with the skills to analyze complex datasets and derive meaningful insights. In his undergraduate research, Shio employed extensive statistical analysis to assess the impact of COVID-19 and became experienced in data collection, web-scraping, and indicator interpretations. Professionally, Shio has honed his data analytics skills in diverse settings. As a Strategy Intern at Deloitte, he developed data-driven strategies to optimize hospital operations, utilizing predictive analytics to reduce wait times by 17%. His work involved simulating a medical IoT environment, leveraging 5G technology to enhance hospital services and management systems. During his tenure as a Data Analyst at Tsinghua University, Shio contributed to the Newsminer project, focusing on healthcare news analysis. He processed over 1.4 million pieces of healthcare news data from platforms like TikTok, using NLP techniques such as BERT and GPT to improve categorization accuracy by 25%. He also optimized news retrieval algorithms, achieving a 30% reduction in retrieval time. Shio brings to his career a strong technical skill set, including proficiency in Python, SQL, R, and machine learning, alongside expertise in business analysis and statistical analysis. He approaches his future endeavors with enthusiasm, eager to apply his skills to complex challenges and collaborate with peers on innovative projects.
