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Carolyne Tso

Carolyne Tso

Financial Accountant | Data Analyst | Leveraging Python, SQL & Power BI to Automate Financial Processes and Drive Data-Driven Decisions

Talent
Somerset westMember since April 26, 2026
PythonPandasNumPySQLPower QueryETLTableauPower BIQuickBooksXeroMicrosoft Business CentralCasewareIQSimplePayIntercodeScikit-learnLogistic RegressionPySparkOozie/AirflowTime Series AnalysisMachine LearningStatistical ModelingData AnalysisExcelRBookkeepingVATPayrollFinancial ReportingCash Flow ReportingBank Reconciliation
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PythonPandasNumPySQLPower Query

About

A detail-oriented finance professional with over 10 years of experience in bookkeeping, VAT, payroll, and financial reporting, now transitioning into data-focused roles. Brings strong analytical thinking and a deep understanding of business operations, supported by hands-on experience in Python, SQL, Power BI, and data transformation. Passionate about leveraging data to improve reporting processes, support decision-making, and build scalable data solutions.

Developed an automated payroll aggregation system using Power Query, streamlining data processing and demonstrating practical experience in data transformation and process automation.

Experience

Financial Accountant at Ten Lifestyle Group (2022-10 – 2025-06)

Financial accounting and bookkeeping management with focus on payroll automation and financial reporting.

  • Automated the monthly payroll reporting process by designing and implementing an ETL pipeline using Power Query, reducing manual data aggregation time and minimizing errors.
  • Manage full bookkeeping functions and cash flow reporting using Microsoft Business Central.
  • Compile and assist in the preparation of detailed financial reports for audit purposes.

Financial Controller at Fortuno Financial Services (2017-08 – 2022-09)

End-to-end bookkeeping and financial operations management for multiple clients.

  • Managed end-to-end bookkeeping and financial operations for multiple clients using Xero software.
  • Prepared and submitted accurate VAT reports and compiled complete financial statements in compliance with South African regulations.

Trainee Accountant at Lumenrock Somerset West (2015-07 – 2016-05)

Client bookkeeping and financial statement preparation.

  • Managed a portfolio of client books, including bank reconciliation, VAT calculation/submission, and payroll processing (EMP 201 returns).
  • Compiled financial statements using Caseware and prepared income tax computations.

Trainee Accountant at First Accountant (2014-10 – 2015-06)

Bookkeeping and payroll services for diverse clients.

  • Performed bookkeeping duties, VAT submissions, and payroll services for diverse clients using IQ and Intercode systems.

Education

Post Graduate Diploma in Data Science – IIIT Bangalore (2024-07 – 2025-07)

National Diploma in Financial Accounting (2012-08 – 2013-10)

Bachelor of Art in Geography, Psychology, Meta Science, Socio-Informatics, Chinese – University of Stellenbosch (2005-02 – 2010-03)

Skills

Financial AccountantData AnalystLeveraging Python

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