Hi, my name is Hung Jui Hsu, a passionate data learner from Taiwan. I am currently pursuing a Master’s Degree in Data Science at Rice University, with a specialization in Energy Transition in Sustainability. My studying interest now is maths behind Machine Learning models and applications toward finance and energy sectors.

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WORK EXPERIENCE

MIB GROUP CO., LTD | Data Analyst | Full-Time | 2023/12 ~ 2024/05 | Kaohsiung City, Taiwan |

• Led a team to develop algorithmic trading strategies that achieved 40% profits with deep learning methods
• Analyzed correlations between technical indicators and price trends for 30+ US leveraged ETFs using regression analysis
• Developed a 10-ms real-time trading system with Python and AWS that executes transactions after buying signals were detected

Taiwan Academy of Banking and Finance | Data Scientist | Internship | 2022/07 ~ 2023/02 | Taipei City, Taiwan |

• Initiated a Python based application to streamline the evaluation of 4 nationwide financial exams held by TABF
• Constructed item response theory (IRT) model to aid TABF faculties in deciding passing marks of the examinations

Research Center on Big Data and Smart City | Research Assistant | Part-Time | 2020/02 ~ 2023/07 | New Taipei City, Taiwan |

• Project Name: Analysis of Taiwanese’s Daily Walking Motif
• Project Name: Machine Learning Analysis of Freezing of Gait Diseases
• Project Name: Research Performance Assessment

EDUCATION