Production Systems & Real Outcomes

A curated archive of government data pipelines, multi-agent AI systems, and decentralized state machines.

All Work (1) Data & Government AI & Multi-Agent Distributed Systems & Web3

Nashaat

DEPLOYED · 2024
Qatar Ministry of Education / IMS

Ministerial analytics and automated reporting pipeline across 100+ schools in Qatar.

Problem

Over 100 schools submitted heterogeneous quarterly evaluation surveys across disconnected formats. Central ministry administrators faced 4 weeks of manual spreadsheet aggregation per reporting cycle, resulting in data entry discrepancies, delayed strategic oversight, and zero real-time cohort visibility.

Solution & Architecture

Architected an automated ETL pipeline with Arabic text normalization, scheduled asynchronous batch processing, robust validation schemas, and real-time dashboard APIs. Aggregates multi-school metrics across thousands of data points into instant executive visual analytics and exportable compliance reports.

Grounded Measurable Outcomes
  • Reduced ministerial reporting turnaround from 4 weeks of manual tabulation to under 3 minutes.
  • Eliminated data entry discrepancies with 100% schema validation across 100+ participating educational institutions.
  • Built automated PDF/Excel executive summary generation utilized directly by regional education directors.