FulfillmentMatcher
Python system for syncing fulfilled orders between internal ERP and Shopify with 4-level intelligent matching algorithm and Matrixify file generation.
4-level matching algorithm with 95%+ match rate
Quick Stats
Jul 2025
19 / 19
My commits / Total
0
Solo Developer
100%
Solo Developer
Project Metrics
Period
Jul 2025
Role
Solo Developer
Team
1 person
95%+
Match Rate
2 days
Development Time
100%
Authorship
4
Match Levels
Tech Stack
Key Features
4-Level Matching
Variant ID, SKU, Product Name, and Fallback for maximum matches
Matrixify Export
CSV/Excel files compatible with Shopify bulk updates
Auto-detection
Digital products, refunds, and fulfilled items excluded
Interactive CLI
3 configurable questions for operational flexibility
Detailed Reports
Exclusions, match levels, and statistics breakdown
Tracking Strategies
One-to-one, first-wins, or round-robin distribution
My Contribution
Role
Solo Developer
Key Contributions
- 4-level matching algorithm design and implementation
- Complete ETL pipeline with interactive CLI
- Matrixify-compatible file generation
- Digital product detection and exclusion logic
- pytest testing with real data fixtures
Achievements
95%+
Match Rate
2 days
Development Time
100%
Authorship
4
Match Levels