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level-6: Aadyant Sood#514

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level-6: Aadyant Sood#514
Aadyant-7 wants to merge 2 commits into
Life-Atlas:masterfrom
Aadyant-7:level-6-fresh

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@Aadyant-7 Aadyant-7 commented May 12, 2026

Submission Level

Level: level-6

What I Built

Neo4j knowledge graph + Streamlit analytics dashboard for factory production planning and workforce monitoring.

Live dashboard: https://lpi-developer-kit-exok2achm8rvscbqwf4gyc.streamlit.app/
Self-Test: 20/20 — all validation checks passing.

Includes Bonus — Production Forecast page with trend-based workload forecasting and confidence bands for future station capacity planning.

Dashboard Features

  • Project Overview
  • Station Load Analysis
  • Capacity Tracker
  • Worker Coverage with Single Point of Failure detection
  • Production Forecast (Bonus)
  • Automated Self-Test validation

Technical Implementation

  • Neo4j AuraDB knowledge graph
  • Streamlit interactive dashboard
  • Neo4j Cypher queries (no CSV-driven dashboard logic)
  • MERGE-based idempotent graph seeding
  • Worker coverage + certification relationships
  • Capacity planning analysis
  • Forecast analytics using trend extrapolation

Checklist

  • I read the README and CONTRIBUTING guide
  • My PR title follows the format: level-X: Your Name
  • I tested my changes locally before submitting

Signed-off-by: Aadyant Sood aadyant.sood@s.amity.edu

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