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SiangbaMM

PROFILE

Siangbamm

In February 2025, Michael Siangba developed a dbt-based geography data modeling and testing framework for the dataforgoodfr/13_odis repository. He established a scalable data layer centered on the com_dep_reg dimension, integrating seeds, automated unit-test macros, and baseline comparison files to streamline validation. Using SQL, Python, and dbt, Michael set up the core project structure, refined configuration management, and improved model scaffolding for repeatable releases. His work automated key aspects of database testing and reduced manual effort, enabling rapid feature delivery and more reliable geography analytics. The solution demonstrated depth in data modeling, ETL, and dependency management practices.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

9Total
Bugs
0
Commits
9
Features
1
Lines of code
36,929
Activity Months1

Your Network

18 people

Work History

February 2025

9 Commits • 1 Features

Feb 1, 2025

February 2025: Delivered the ODIS Geography Data Modeling and Testing Framework (dbt-based) in dataforgoodfr/13_odis. Established a scalable geography data layer with the com_dep_reg dimension, seeds and tests, plus an automated unit-test macro. Implemented core dbt setup, environment refinements, and comparison baselines to accelerate data quality checks. This work positions the project for rapid feature delivery and reliable geography-related analytics, with reduced manual testing effort.

Activity

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Quality Metrics

Correctness90.0%
Maintainability90.0%
Architecture87.8%
Performance82.2%
AI Usage20.0%

Skills & Technologies

Programming Languages

CSVPythonSQLYAML

Technical Skills

Configuration ManagementData AnalysisData EngineeringData ModelingData WarehousingDatabase TestingDependency ManagementETLGitPostgreSQLSQLdbt

Repositories Contributed To

1 repo

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

dataforgoodfr/13_odis

Feb 2025 Feb 2025
1 Month active

Languages Used

CSVPythonSQLYAML

Technical Skills

Configuration ManagementData AnalysisData EngineeringData ModelingData WarehousingDatabase Testing