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clarakan

PROFILE

Clarakan

During April 2025, this developer built the Disneyland Reviews Analysis Platform in the NotInvalidUsername/DSA3101_Group8_Project1 repository, delivering an end-to-end analytics solution for user review data. They integrated the dataset, developed a new analysis page, and implemented a machine learning pipeline using Python, Pandas, and BERT for natural language processing. Their work included UI and navigation improvements with Streamlit, enabling more intuitive data exploration. The developer also refactored the codebase, reorganized files, and updated documentation to improve maintainability and onboarding. This combination of feature development and repository maintenance provided a scalable foundation for future analytics and streamlined project collaboration.

Overall Statistics

Feature vs Bugs

50%Features

Repository Contributions

8Total
Bugs
1
Commits
8
Features
1
Lines of code
51,494
Activity Months1

Work History

April 2025

8 Commits • 1 Features

Apr 1, 2025

April 2025: Delivered end-to-end Disneyland Reviews Analysis Platform (dataset integration, new analysis page, ML pipeline) with UI/UX improvements, and completed repository maintenance (refactor, file organization, and cleanup). This combination provides a scalable analytics foundation, faster onboarding, and improved code quality.

Activity

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Quality Metrics

Correctness92.6%
Maintainability91.2%
Architecture90.0%
Performance90.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

CSVMarkdownPythonText

Technical Skills

BERTBERTopicCode CleanupData AnalysisData EngineeringData VisualizationDependency ManagementFile ManagementFrontend DevelopmentHolidays LibraryMachine LearningMatplotlibNLTKNatural Language ProcessingPandas

Repositories Contributed To

1 repo

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

NotInvalidUsername/DSA3101_Group8_Project1

Apr 2025 Apr 2025
1 Month active

Languages Used

CSVMarkdownPythonText

Technical Skills

BERTBERTopicCode CleanupData AnalysisData EngineeringData Visualization

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