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Frederik Kofoed

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Frederik Kofoed

During February 2026, Frederik Kofoed focused on enhancing data integrity within the fivetran/fivetran_connector_sdk repository, specifically addressing a duplicate MAR issue in the Toast connector. He replaced a non-deterministic UUID with a deterministic hash to uniquely identify applied tax records, expanding the hash input set to minimize collision risk and improve data synchronization reliability. Working primarily in Python, Frederik also improved backend code quality by removing unused imports and resolving flake8 warnings, which stabilized continuous integration tests. His efforts strengthened partner data pipelines by reducing downstream discrepancies, demonstrating depth in API integration, backend development, and data synchronization practices.

Overall Statistics

Feature vs Bugs

0%Features

Repository Contributions

1Total
Bugs
1
Commits
1
Features
0
Lines of code
17
Activity Months1

Work History

February 2026

1 Commits

Feb 1, 2026

February 2026 monthly summary for fivetran/fivetran_connector_sdk focused on data integrity improvements for the Toast connector. Implemented a deterministic hash to uniquely identify applied tax records, replacing a non-deterministic UUID to fix a duplicate MAR issue and strengthen data synchronization. The change included extending the hash inputs for better uniqueness, cleaning up code quality issues to ensure CI stability, and updating the connector logic based on code-review feedback. The work reduces downstream data discrepancies and improves reliability for partner data pipelines.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

API integrationbackend developmentdata synchronization

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

fivetran/fivetran_connector_sdk

Feb 2026 Feb 2026
1 Month active

Languages Used

Python

Technical Skills

API integrationbackend developmentdata synchronization