Automation
Ongoing

Model classification CNN Pneumonia

Collection of Python automation scripts for data processing, web scraping, file management, and basic machine learning tasks.

Duration: Ongoing
Client: Various Projects
Type: Scripts
Model classification CNN Pneumonia

Project Overview

A comprehensive collection of Python automation scripts designed to streamline various business processes and data operations. These scripts demonstrate proficiency in Python programming and automation techniques.

The collection includes web scraping tools, data processing pipelines, file management utilities, and basic machine learning implementations. Each script is well-documented and designed for easy customization and deployment.

These automation tools have been used to save hundreds of hours of manual work across various projects and demonstrate the power of Python for business process automation.

Project Gallery

Model classification CNN Pneumonia screenshot 1
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Challenges & Solutions

Challenges

  • Handling dynamic web content
  • Processing large datasets efficiently
  • Creating maintainable code
  • Error handling and logging

Solutions

  • Used Selenium for dynamic content
  • Implemented chunked data processing
  • Applied clean code principles
  • Created comprehensive logging system

Project Links

View Source Code

Technologies Used

Python
Pandas
BeautifulSoup
Selenium
Scikit-learn
NumPy
Matplotlib

Key Features

  • Web scraping automation
  • Data processing pipelines
  • File management utilities
  • Email automation
  • Report generation
  • Basic ML implementations
  • Database operations
  • API integrations

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