Increased margin by 33% of model performance - Achieved a significant improvement in model performance by implementing data-driven optimization strategies and rigorous testing processes. Enhanced the accuracy and reliability of predictive models, directly contributing to a 33% increase in profit margins.
Built dashboard to observe model daily performance and view business metrics - Designed and developed an interactive online dashboard using Python Dash, enabling real-time model performance and monitoring of key business metrics. The dashboard provided intuitive data visualizations and insights, helping customers make decisions and inspiring new product innovations.
Maintained database management systems with live streaming data - Managed and optimized database systems handling real-time streaming data to ensure accuracy, stability, and high performance. Actively identified and resolved data issues, enhancing the system's overall reliability.
Analyzed and visualized data to learn trader patterns - Conducted in-depth data analysis to identify and understand trader behaviors and patterns using analytical tools including Python Plotly, R Programming and Excel. Gained insights from data visualization to uncover opportunities for improving trading strategies and enhancing business operations.

Hi！我是林靜，在瑞嘉軟體科技股份有限公司擔任軟體工程師，擁有，個人特色為 邏輯思考、勇於跳脫舒適圈、學習能力強、善於溝通、團隊合作、 ，期待和你建立職場人脈

Hi！我是林靜，在瑞嘉軟體科技股份有限公司擔任軟體工程師，擁有，個人特色為邏輯思考、勇於跳脫舒適圈、學習能力強、善於溝通、團隊合作、，期待和你建立職場人脈