提供的服务
- Software: R, Python, Tableau, MySQL, Excel (Advanced Formula, VBA), Word, PowerPoint
- Data Analytics Skills: Data Visualization, Classification, Clustering, Regression, Time Series Analysis
- Python Data Analytics Packages: Numpy, Seaborn, Pandas, Matplotlib, SciPy, Scikit-Learn
- Certificates: Google Data Analytics, SAS Certified Professional: Advanced Programming Using SAS 9.4, FRM (Level I Passed)
大致费用: HKD$ 90 每小时
经验
Business Analyst May 2023 - Aug 2023
KPMG
- Performed user research and analyzed user feedback across 4 departments to translate user requirements into functional specifications of CRM system development based on Microsoft Dynamics 365 for data monitoring and management
- Crafted Prototypes for 3 Function Modules using Axure Rp 9 to ensure synchronized communication between business stakeholders and the technical team
- Conducted User Acceptance Testing (UAT) with 300 testing cases and testing plans to validate that the system met business requirements and user needs, addressing and resolving any identified issues for a seamless user experience
- Employed data insights from user surveys post-CRM launch to pinpoint inefficiencies and collaborated with developers to complete version update
Teaching Assistant of Data Analytics Courses Jan 2023 – Apr 2023
University of Toronto Scarborough
- Conducted tutorials and post-class Q&A sessions for over 100 students on topics of data analysis, visualization and statistical analysis using R
Data Analyst Oct 2021 – Dec 2021 China Chengxin Indices (CCXIndices)
- Utilized Python coupled with numpy, pandas and seaborn to automate data-cleaning workflows, ensuring data integrity for subsequent analysis
- Deployed statistical analysis techniques on financial report data spanning 30 industries, extracting industry-specific insights for market trends and assessed the profitability and stability of return with Python and Tableau
- Built a back-testing module to track portfolio performance and trends against the market index using performance metrics and risk indicators
教育
University of Hong Kong Master of Finance in FinTech Jul 2025
- Courses: Financial Programming and Database (Python and SQL), Machine Learning and AI, Cryptocurrency and Blcokchain
University of Toronto Hon. B.Sc., Specialist Program in Statistics Jun 2023
- Awards: Graduation with High Distinction, Dean’s List in 2020, 2021 & 2022, Deloitte CyberAce Hackathon (1stC runner-up)
