ITACADEMYprojectes/ProjecteData
Mar 2025 – Apr 2025
2 Months active
Languages Used
Git ConfigurationJupyter NotebookPythonSQLCSVGitJSONPDF
Technical Skills
Data AnalysisData CleaningData EngineeringData ManagementData VisualizationData Wrangling
Luyba Shu
PROFILE
Luyba Shu
Shubina Lu contributed to the ITACADEMYprojectes/ProjecteData repository by developing and refining data engineering workflows focused on business intelligence and analytics. Over two months, she delivered automated data extraction from MySQL, implemented robust data cleaning and deduplication strategies, and enhanced KPI dashboards for accommodation performance analysis. Her work included security hardening through improved environment configuration and repository hygiene. Using Python, Pandas, and Jupyter Notebooks, Shubina streamlined data provisioning and preprocessing, integrated new data sources, and maintained clear documentation. The resulting pipelines improved data integrity, accelerated analysis, and supported operational decision-making, demonstrating a thorough and methodical approach to data management challenges.
Overall Statistics
Feature vs Bugs
93%Features
Repository Contributions
51Total
Bugs
1
Commits
51
Features
14
Lines of code
382,756
Activity Months2
Your Network
36 people
Work History
April 2025
31 Commits • 9 Features
Apr 1, 2025April 2025 monthly summary for ITACADEMYprojectes/ProjecteData focusing on delivering business value through KPI/dashboard enhancements, data quality improvements, and pipeline clarity. Highlights include KPI and Data Overview Enhancements, Data Cleaning Updates, S2 KPI Dashboards and New Data Sources, and a streamlined data download workflow, complemented by Sprint presentations and repository governance to support final deliverables.
31 Commits • 9 Features
Apr 1, 2025April 2025 monthly summary for ITACADEMYprojectes/ProjecteData focusing on delivering business value through KPI/dashboard enhancements, data quality improvements, and pipeline clarity. Highlights include KPI and Data Overview Enhancements, Data Cleaning Updates, S2 KPI Dashboards and New Data Sources, and a streamlined data download workflow, complemented by Sprint presentations and repository governance to support final deliverables.
April 2025
March 2025
20 Commits • 5 Features
Mar 1, 2025March 2025 monthly summary for ITACADEMYprojectes/ProjecteData: Delivered security hardening, automated data provisioning, data quality improvements, KPI analytics, and an initial data overview toolkit. These changes reduce sensitive data exposure, accelerate data-to-insight workflows, and improve data integrity for analytics and operational decisions. There were no production bugs reported; the focus was on robustness and maintainability, including deduplication and missing-value handling. Technologies exercised include Python tooling, Jupyter notebooks, MySQL data extraction, data wrangling/EDA, and Git hygiene.
March 2025
20 Commits • 5 Features
Mar 1, 2025March 2025 monthly summary for ITACADEMYprojectes/ProjecteData: Delivered security hardening, automated data provisioning, data quality improvements, KPI analytics, and an initial data overview toolkit. These changes reduce sensitive data exposure, accelerate data-to-insight workflows, and improve data integrity for analytics and operational decisions. There were no production bugs reported; the focus was on robustness and maintainability, including deduplication and missing-value handling. Technologies exercised include Python tooling, Jupyter notebooks, MySQL data extraction, data wrangling/EDA, and Git hygiene.
Activity
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Quality Metrics
Correctness84.2%
Maintainability83.8%
Architecture78.8%
Performance78.0%
AI Usage23.8%
Skills & Technologies
Programming Languages
CSVGitGit ConfigurationJSONJupyter NotebookPDFPythonSQLTableau
Technical Skills
AWS S3Business IntelligenceCloud ComputingData AnalysisData CleaningData EngineeringData ManagementData PreprocessingData ProcessingData VisualizationData WranglingDatabase ManagementDocumentationEnvironment ConfigurationExcel Manipulation
Repositories Contributed To
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