level-5: Aadyant Sood

[Aadyant-7]

Submission Level

Level: level-5

What I Did

Completed the Level 5 factory knowledge graph design submission.

Deliverables

• Created detailed factory knowledge graph schema (schema.png)
• Added supporting Mermaid schema documentation (schema.md)
• Completed all Level 5 analytical answers in answers.md

Improvements Made

• Strengthened SQL vs Cypher comparison
• Added exact CSV-backed bottleneck analysis with production/capacity evidence
• Improved vector + graph hybrid reasoning
• Expanded Level 6 implementation blueprint

Knowledge Graph Design

Schema includes:

• Project
• Product
• Station
• Worker
• Week
• Etapp
• BOP
• Certification
• Capacity

Relationships include:

• PRODUCES
• SCHEDULED_AT
• OCCURS_IN
• PART_OF
• BELONGS_TO
• WORKS_AT
• CAN_COVER
• HAS_CERTIFICATION
• HAS_CAPACITY

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