Machine Learning Application

Fast charging analysis and report building for Wipro.

Project Screenshot

The Challenge

Describe the problem you were trying to solve. What was the goal of the project? For example: "The primary goal was to automate the analysis of electric vehicle fast-charging data, which was a time-consuming manual process, to identify performance bottlenecks and generate comprehensive reports automatically."

My Approach & Solution

Explain your process. How did you tackle the problem? What was your role? For example: "I developed a Python application using Pandas and Scikit-learn to process large datasets from charging sessions. The application cleans the data, applies statistical analysis to identify anomalies, and uses Matplotlib to generate visualizations for the final PDF report created with FPDF."

Technologies Used

  • Python (Pandas, Numpy, Scikit-learn)
  • MATLAB (for initial data simulation)
  • FPDF (for report generation)
  • Git (for version control)
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