Mastery of Python for Excel Automation and Data Analysis

Passionate about data science and automation, I specialize in using Python to manipulate, analyze, and automate complex Excel tasks. My expertise includes data processing, visualization, and generating dynamic reports.

Technical Skills

  • Handling Excel files with pandas and openpyxl

  • Automating Excel tasks with pywin32 and xlsxwriter

  • Data analysis with NumPy and pandas

  • Advanced visualization with Matplotlib and Seaborn

  • Generating reports and dynamic dashboards

  • Replacing VBA macros with Python scripts

 

Completed Projects

1. Automation of Excel Data Processing

  • Extracting and cleaning data from multiple Excel files.

  • Automatically merging multiple Excel sheets into a consolidated file.

  • Saving data in Excel, CSV, and PDF formats.

2. Sales Analysis and Visualization

  • Processing thousands of sales records with pandas.

  • Analyzing sales trends and calculating KPIs (revenue, margin, growth rate).

  • Generating interactive charts for a dynamic dashboard.

3. Automated Reporting

  • Creating weekly and monthly financial reports with xlsxwriter.

  • Integrating Excel formulas and conditional formatting via Python.

  • Automatically sending reports via email.

4. Stock and Inventory Management

  • Real-time stock level tracking.

  • Automatically updating Excel files from a database.

  • Automatic alerts for critical thresholds.

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