DashAISoftware/DashAI
Dec 2024 – Apr 2025
2 Months active
Languages Used
JSXJavaScriptPython
Technical Skills
API IntegrationBackend DevelopmentConfiguration ManagementFront End DevelopmentFront-end DevelopmentFrontend Development
nataliabarca
PROFILE
Nataliabarca
Over a two-month period, this developer contributed to the DashAISoftware/DashAI repository by delivering three features and resolving three bugs focused on explainable AI and data science workflows. They implemented task-based filtering on the Explainer Dashboard, ensuring only compatible explainers are shown for selected tasks, and refactored the local explainer parameter configuration for improved usability and default handling. Their backend work included enhancing dataset splitting consistency and strengthening validation endpoints, particularly for binary classification scenarios. Using Python, JavaScript, and React, they emphasized code quality through pre-commit hygiene and configuration management, resulting in more robust experiment preparation and reliable model explanations.
Overall Statistics
Feature vs Bugs
50%Features
Repository Contributions
8Total
Bugs
3
Commits
8
Features
3
Lines of code
351
Activity Months2
Your Network
19 peopleSame Organization
@ug.uchile.cl5
Shared Repositories
14
Work History
April 2025
4 Commits • 1 Features
Apr 1, 2025Summary for 2025-04: Delivered reliability and correctness improvements in DashAI's dataset handling and explainers, including targeted bug fixes and code hygiene enhancements. Improvements reduce risk in experiment prep/execution and validation, and strengthen the PD explainer behavior for binary classification.
4 Commits • 1 Features
Apr 1, 2025Summary for 2025-04: Delivered reliability and correctness improvements in DashAI's dataset handling and explainers, including targeted bug fixes and code hygiene enhancements. Improvements reduce risk in experiment prep/execution and validation, and strengthen the PD explainer behavior for binary classification.
April 2025
December 2024
4 Commits • 2 Features
Dec 1, 20242024-12 Monthly Summary — DashAI: • Key features delivered: Task-based filtering on the Explainer Dashboard with compatibility checks and UI clarifications; Local Explainer parameter configuration UX refactor to integrate into the main explainer config with a Local scope split of general vs fit parameters and corrected defaults.
December 2024
4 Commits • 2 Features
Dec 1, 20242024-12 Monthly Summary — DashAI: • Key features delivered: Task-based filtering on the Explainer Dashboard with compatibility checks and UI clarifications; Local Explainer parameter configuration UX refactor to integrate into the main explainer config with a Local scope split of general vs fit parameters and corrected defaults.
Activity
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Quality Metrics
Correctness85.2%
Maintainability87.6%
Architecture85.0%
Performance82.6%
AI Usage20.0%
Skills & Technologies
Programming Languages
JSXJavaScriptPython
Technical Skills
API IntegrationBackend DevelopmentCode RefactoringConfiguration ManagementData ProcessingData ScienceExplainable AIFront End DevelopmentFront-end DevelopmentFrontend DevelopmentMachine LearningMachine Learning OperationsReactRefactoringState Management
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline