databrickslabs/remorph
Feb 2025 – Feb 2025
1 Month active
Languages Used
Python
Technical Skills
Backend DevelopmentData EngineeringData ReconciliationDatabase ConnectivitySampling TechniquesSecurity
Shad Khan
PROFILE
Shad Khan
Worked on the databrickslabs/remorph repository, delivering two backend features focused on security and data integrity. Developed a mandatory password enforcement mechanism for Snowflake JDBC connections, ensuring that connections without a password are rejected with a clear error message to strengthen authentication. Enhanced the data reconciliation workflow by implementing random and stratified sampling techniques for mismatch records, introducing new constants and logic to support flexible sampling strategies. Integrated these changes into the core connection and reconciliation lifecycle, improving both security posture and data quality controls. Utilized Python, Spark, and database connectivity skills to address workflow reliability and data engineering requirements.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
2
Lines of code
650
Activity Months1
Your Network
330 peopleSame Organization
@databricks.com314
Shared Repositories
16
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Diego Gómez MorenoMember
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Eric VergnaudMember
Eric VergnaudMember
Guenia Izquierdo DelgadoMember
Ihor KireiMember
Jim IdleMember
Work History
February 2025
2 Commits • 2 Features
Feb 1, 2025February 2025 monthly summary for databrickslabs/remorph: Delivered two security/data-integrity features that strengthen authentication, data quality, and workflow reliability. Snowflake JDBC Connection Security enforces mandatory sfPassword; connections without a password now fail with a clear error message. Reconcile: Sampling of mismatch records adds random/stratified sampling with new constants and logic, integrated into the reconciliation workflow. These changes reduce insecure connections and improve data quality controls, with explicit commits for traceability.
2 Commits • 2 Features
Feb 1, 2025February 2025 monthly summary for databrickslabs/remorph: Delivered two security/data-integrity features that strengthen authentication, data quality, and workflow reliability. Snowflake JDBC Connection Security enforces mandatory sfPassword; connections without a password now fail with a clear error message. Reconcile: Sampling of mismatch records adds random/stratified sampling with new constants and logic, integrated into the reconciliation workflow. These changes reduce insecure connections and improve data quality controls, with explicit commits for traceability.
February 2025
Activity
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Quality Metrics
Correctness95.0%
Maintainability90.0%
Architecture95.0%
Performance90.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
Backend DevelopmentData EngineeringData ReconciliationDatabase ConnectivitySampling TechniquesSecuritySpark
Repositories Contributed To
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