Alex Liu Email & Phone Number

Markham, On, Ca

• Mastered data science methods in data analysis, data visualization, hypothesis testing, and machine learning• Completed in-depth portfolio projects using Python and SQL to perform data wrangling, exploratory dataanalysis, feature engineering, and modelling procedures• 500+ hours of hands-on course material, with 1:1 industry expert mentor oversight

• Improved accuracy for the household database weighting process through analyzing its VB code using mathematics techniques such as calculus and linear algebra• Made improvements to the productivity of the growth rates process by implementing automation to the forecasting procedures through R• Documented both the weighting and growth rates forecasting processes into comprehensive reports, saving time for users

Ontario, Canada

• Established automation using dynamic charts and VBA macros for the template of the housing database files in Excel,saving time for the team• Ensured accuracy by preparing briefing notes to support the information in the reports using statistical data• Improved productivity through performing monthly updates for the housing database file by extracting data bothautomatically and manually

Ontario, Canada

• Performed qualitative and statistical analysis on government enterprises’ business reports and annual reports to ensure requirements are met• Drafted business cases to assist in identifying and implementing performance measures to assess the effectiveness of the branch’s financial and business procedures• Prepared and analyzed risk management documents to assist in measuring risks• Prepared financial reports to assist in the development of financial models for the Certificate of Assurance team

• Prepared personal and corporate tax returns using the software Taxprep• Prepared compilations using CaseWare, Taxprep, and Excel • Examined and analyzed accounting records, financial statements, and other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards• Prepared general ledger entries by maintaining records and files; reconciling accounts

700 Applewood Crescent, Concord, On L4K 5X3

• Assisted in preparation of year end working paper as part of the corporate accounting team• Recorded journal entries for the year-end process using Yardi• Performed account reconciliations including prepayments, amortization, and investments using Excel• Created leasing fee and chargeback invoices to properties

Bachelor Of Mathematics, Computational Mathematics Major

Computer Science Minor Combinatorics and Optimization Minor

Data Science