Projects

TNS-LPS Results Tool

AutomationNode.jsPuppeteerInternal Tools

An internal workflow automation tool engineered for educational institutions to automate the end-to-end processing of student semester results.

Built to replace hours of manual data entry and document distribution with an automated pipeline for parsing grade datasets, rendering formatted scorecards, and delivering them directly to students.

Highlights

  • Automated PDF Generation: Converts tabular student grades and marks data into standardized, publication-ready PDF marksheets and reports.
  • Bulk Email Distribution: Integrated automated mail dispatch pipeline with queueing and error handling to securely distribute individual student results.
  • Efficiency Gains: Decreased administrative manual processing and distribution time by over 80%.