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A Secure Print Management and Forecasting Platform

Developed a full-stack analytics platform to parse Windows EVTX print logs, analyse usage, and predict future toner needs. Engineered a secure backend using FastAPI and MySQL, and built a modern, interactive frontend with NiceGUI for data visualization. Implemented a SARIMAX-based machine learning model for forecasting and designed the complete data pipeline with PowerShell, which successfully reduced manual tracking by 90%.

  • Data Analytics
  • Machine Learning
  • Back End Development
  • Security
  • Producion Deployment
The aero lesson builder app dragging an audio component into a screen about plant cells.

The project

This platform was built for Haldia Petrochemicals Ltd. to automate and optimize print resource management.

  • Developed a full-stack analytics solution to parse Windows EVTX print logs, analyze usage patterns, and predict future toner requirements.
  • Engineered a secure backend using FastAPI and MySQL, and created a modern, interactive frontend with NiceGUI for real-time data visualization.
  • Implemented a SARIMAX-based machine learning model for accurate forecasting and designed the complete data pipeline with PowerShell scripts, reducing manual tracking efforts by 90%.

A set of dark themed components for the aero design system