DataBytes-Organisation/DiscountMate_new
Apr 2025 – May 2025
2 Months active
Languages Used
BashDockerfileMarkdownPythonSQLShellYAMLenv
Technical Skills
AirflowCI/CDCloud StorageData EngineeringData ModelingDatabase Configuration
Felix Hong
PROFILE
Felix Hong
During two months on the DiscountMate_new repository, Hong Huu Phuc built a robust data engineering and analytics foundation for DiscountMate. He developed an end-to-end pipeline using Airflow for orchestration, Spark for processing, and MinIO for cloud storage, enabling reliable MongoDB-to-PostgreSQL data ingestion. He established a dbt project with custom schema macros and layered models to support granular analytics, and set up Metabase for interactive data visualization. Phuc also overhauled documentation to streamline onboarding and governance. His work improved data quality, reduced latency, and provided maintainable, business-ready data flows using Python, SQL, and modern data engineering practices.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
12Total
Bugs
0
Commits
12
Features
4
Lines of code
20,547
Activity Months2
Your Network
41 people
Work History
May 2025
3 Commits • 2 Features
May 1, 2025May 2025 performance summary for DiscountMate_new: Delivered a scalable analytics foundation by implementing a dbt-based data transformation pipeline with staging, intermediate, and mart models to enable granular analytics across users, products, stores, and baskets. Set up a Metabase instance for interactive visualization. Revamped data pipeline documentation to improve onboarding, maintenance, and governance. These efforts deliver business value through faster insight, improved data reliability, and simpler data consumption for stakeholders.
3 Commits • 2 Features
May 1, 2025May 2025 performance summary for DiscountMate_new: Delivered a scalable analytics foundation by implementing a dbt-based data transformation pipeline with staging, intermediate, and mart models to enable granular analytics across users, products, stores, and baskets. Set up a Metabase instance for interactive visualization. Revamped data pipeline documentation to improve onboarding, maintenance, and governance. These efforts deliver business value through faster insight, improved data reliability, and simpler data consumption for stakeholders.
May 2025
April 2025
9 Commits • 2 Features
Apr 1, 2025April 2025: Delivered a robust end-to-end data engineering pipeline for DiscountMate and established a scalable dbt project, delivering measurable business value and improved maintainability. The data pipeline uses Airflow for orchestration, MinIO for storage, Spark for processing, and MongoDB-to-PostgreSQL ingestion, including deployment/config updates and user-facing documentation. The dbt work includes project scaffolding and a schema-name macro to remove prefixes, along with developer-focused setup/docs for extensions and environment. These efforts reduce data latency, improve data quality, and accelerate onboarding for data engineers.
April 2025
9 Commits • 2 Features
Apr 1, 2025April 2025: Delivered a robust end-to-end data engineering pipeline for DiscountMate and established a scalable dbt project, delivering measurable business value and improved maintainability. The data pipeline uses Airflow for orchestration, MinIO for storage, Spark for processing, and MongoDB-to-PostgreSQL ingestion, including deployment/config updates and user-facing documentation. The dbt work includes project scaffolding and a schema-name macro to remove prefixes, along with developer-focused setup/docs for extensions and environment. These efforts reduce data latency, improve data quality, and accelerate onboarding for data engineers.
Activity
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Quality Metrics
Correctness94.2%
Maintainability91.8%
Architecture92.6%
Performance83.4%
AI Usage20.0%
Skills & Technologies
Programming Languages
BashDockerfileMarkdownPythonSQLShellYAMLenv
Technical Skills
AirflowCI/CDCloud StorageData EngineeringData ModelingData VisualizationData WarehousingDatabase ConfigurationDevOpsDockerDocumentationETLMinIOMongoDBPostgreSQL
Repositories Contributed To
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