👋 Hi, This is Layla
I'm thrilled to introduce myself pursuing career as a passionate auditor with a keen interest in programming. Data Analytics has become a crucial tool in modern auditing, analytical and data-driven mindset enhances the efficiency and effectivemess of the audit process in several ways:
Auditors use data analytics to assess risk areas by analyzing large volumes of data to identify patterns, trends, or abnomalies that may indicate potential issues.
Data analytics allows auditors to test 100% of transactions rather than just samples. This comprehensive approach helps in detecting errors or fraud that might be misses with traditional sampling methods.
By analyzing transaction patterns and trends, auditors can identify unusual activities that may suggest fraudulent behavior.
Data analytics helps in evaluating the effectiveness of internal controls by examing data for compliance with established control procedures.
Auditors use trend analysis to compare financial information over time, helping to identify any deviations from expected patterns or industry benchmarks.
Advanced data analytics tools provide visual representations of data, making it easier for auditors to undrstand and communicate findings.
This involves using historical data to predict future trends or risks, which can help in proactive decision-making and risk management.
Driven by this realization, I embarked on a parallel journey into the world of programming. Equipped with languages like Python, R, and SQL, I've been able to leverage automation and data visualization tools to streamline processes, analyze large datasets, and extract valuable insights.
Through my dual expertise in auditing and programming, I aim to embrace the transformative power of data analytics in enhancing audit practices.
Python | R | JS |
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Pandas | NumPy | Scikit Learn | Matplotlib | SciPy | Seaborn | Statsmodels | Folium | Plotly |
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Beautiful Soup | PyTest | Pygame |
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dplyr | string | ggplot |
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MySQL | SQLite | Stata | Jupyter | Cognos | Power BI |
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VS | R Studio | Django | IBM DB |
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Regression Analysis | Financial Reporting | Accounting | Risk Management | Valuation | Project Evaluation | Singapore Taxation | Audit |
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