springboardmentor891v/CreditPathAI
Aug 2025 – Aug 2025
1 Month active
Languages Used
CSVPythonText
Technical Skills
Data AnalysisData EngineeringData ManagementData VisualizationExploratory Data AnalysisExploratory Data Analysis (EDA)
rkirti275
PROFILE
Rkirti275
Kirtiratnawat Ratnawat developed foundational data assets for credit risk modeling in the CreditPathAI repository, focusing on data readiness and repository maintainability. He assembled and loaded a loan default dataset, performed initial statistical analysis, and conducted exploratory data analysis using Python, Pandas, and Seaborn. His work included generating a comprehensive EDA report to document dataset characteristics and modeling implications, supporting downstream model development. Kirtiratnawat also improved repository hygiene by removing obsolete artifacts and updating configuration files, ensuring reproducibility and clarity for future contributors. The work demonstrated depth in data engineering and analysis, laying groundwork for robust credit risk modeling pipelines.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
6Total
Bugs
0
Commits
6
Features
2
Lines of code
460,578
Activity Months1
Your Network
4 peopleWork History
August 2025
6 Commits • 2 Features
Aug 1, 2025August 2025 focused on data readiness and repository hygiene to accelerate credit risk modeling development. Delivered a ready-to-use loan default dataset with initial statistics and an EDA report, and cleaned up artifacts to ensure reproducibility and maintainability.
6 Commits • 2 Features
Aug 1, 2025August 2025 focused on data readiness and repository hygiene to accelerate credit risk modeling development. Delivered a ready-to-use loan default dataset with initial statistics and an EDA report, and cleaned up artifacts to ensure reproducibility and maintainability.
August 2025
Activity
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Quality Metrics
Correctness96.6%
Maintainability96.6%
Architecture93.4%
Performance93.4%
AI Usage20.0%
Skills & Technologies
Programming Languages
CSVPythonText
Technical Skills
Data AnalysisData EngineeringData ManagementData VisualizationExploratory Data AnalysisExploratory Data Analysis (EDA)Jupyter NotebookMatplotlibNumPyPandasSeaborn
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