YUECHEN (ERIN) ZHOU

Executive Assistant skilled at offering high-level administrative support to senior-level staff. Expert in travel management, expense tracking and schedule coordination. Expertly assists executive team using exceptional communication and organizational skills.

• Current Analysis of Machine Learning and AI Research in 2017-2021, Data Analyst, Analyzed five years of ICLR conference datasets (2017-2021) to uncover global trends in deep learning and machine learning research. Utilized data mining and visualization tools to create interactive presentations, published research in academic venues, and presented findings at conferences, showcasing proficiency in Python, data analysis, and machine learning frameworks.
• Analysis and Prediction of the Key Driver of Australia Film Box Officer Revenues, Strategic Analyst, Sourcing and improving Australian movie box office data, developed complex regression models for accurate revenue forecasting, worked with Screen Australia on content and industry challenges, and leveraged data trends and industry expertise to deliver profit maximization strategies.
• Analysis and Prediction of the Rental Price Trends of Airbnb in Australia, Strategic Marketing Consultant, Utilized data analysis and visualization focusing on Airbnb rentals in Sydney. Developed predictive models, favoring LightGBM based on RMSE evaluations on Kaggle. analytics revealed correlations between amenities and positive reviews, the impact of instant bookings on pricing, and the percentage of rentals by property type. Specialized in communicating complex insights to support data-driven decision-making in the short-term rental industry.
• Prediction of the Volatility of Commonwealth Bank of Australia's Financial Asset Returns, Hedge Fund Department Members, Analyzed extensive financial data, modeling asset volatility and aiding investment decisions. Using Python, assessed investment risk through log realized variances and collaborated with a diverse team to provide comprehensive insights.