Attendant & Evaluation Dashboards

Real-time unit attendance monitoring, monthly KPI evaluation algorithms, ticket resolution analytics, and automated DOCX/Excel parsing.

System Architecture & Overview

A specialized technical management intelligence suite providing organizational visibility into staff attendance metrics, monthly performance scorecards, and helpdesk SLA ticketing.

Key Engineering Features

  • Automated Persian DOCX Ingestion: Custom parsing pipeline extracting data from unstructured Persian Word (.docx) reports and biometric hardware time-clocks, converting them into structured, uncorrupted Excel workbooks and relational database rows.
  • KPI Evaluation Engine: Algorithmic calculation of monthly departmental performance indexes, attendance compliance rates, and trend projections over historical quarters.
  • Helpdesk Lifecycle Metrics: Real-time ticketing dashboards tracking average time to resolution (MTTR), technician load heatmaps, and priority escalation workflows.
  • Reporting & Visualizations: Dynamic data charts powered by Chart.js / ECharts with one-click export to PDF and cleanly formatted Excel files.

Tech Stack

Python FastAPI Pandas openpyxl python-docx React Docker ECharts