Fernando-JAL/Neurociencias-2025-2
Jan 2025 – May 2025
4 Months active
Languages Used
PythonMarkdownSQL
Technical Skills
Data AnalysisJupyter NotebookMachine LearningScientific ComputingData ScienceData Visualization
aitanaol
PROFILE
Aitanaol
Aitana contributed to the Fernando-JAL/Neurociencias-2025-2 repository by developing machine learning features and educational resources over four months. She implemented an end-to-end Iris Flower Classification workflow using Python, Pandas, and Scikit-learn, covering data preprocessing, model training, and visualization. Aitana also created Jupyter Notebooks to teach regression metrics and built convolutional neural networks for brain tumor classification, comparing their performance with traditional models. Her work emphasized reproducibility, clear documentation, and artifact management, supporting both assessment and instructional goals. Throughout, she maintained a disciplined commit history and focused on feature delivery, demonstrating depth in data science and technical writing.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
11Total
Bugs
0
Commits
11
Features
7
Lines of code
7,046
Activity Months4
Your Network
37 people
Work History
May 2025
6 Commits • 3 Features
May 1, 2025During May 2025, three major initiatives advanced educational and ML development in Fernando-JAL/Neurociencias-2025-2: Regression Metrics Education Notebooks, Brain Tumor Classification CNN Models development and evaluation, and Exam Materials Addition. These efforts delivered practical resources and robust model evaluation capabilities, strengthening data science education and readiness for assessment. Commit activity across tasks shows disciplined artifact management and iterative refinement, aligning with business goals of higher-quality educational content and improved model performance analysis.
6 Commits • 3 Features
May 1, 2025During May 2025, three major initiatives advanced educational and ML development in Fernando-JAL/Neurociencias-2025-2: Regression Metrics Education Notebooks, Brain Tumor Classification CNN Models development and evaluation, and Exam Materials Addition. These efforts delivered practical resources and robust model evaluation capabilities, strengthening data science education and readiness for assessment. Commit activity across tasks shows disciplined artifact management and iterative refinement, aligning with business goals of higher-quality educational content and improved model performance analysis.
May 2025
April 2025
2 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for Fernando-JAL/Neurociencias-2025-2. Focused on delivering an end-to-end Iris Flower Classification feature using a Decision Tree Classifier. Implemented data loading, preprocessing, model training, evaluation, and visualization (decision tree and confusion matrix) to demonstrate a practical ML workflow and enable rapid inference. All work completed with traceable commits and clear alignment to coursework objectives.
April 2025
2 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for Fernando-JAL/Neurociencias-2025-2. Focused on delivering an end-to-end Iris Flower Classification feature using a Decision Tree Classifier. Implemented data loading, preprocessing, model training, evaluation, and visualization (decision tree and confusion matrix) to demonstrate a practical ML workflow and enable rapid inference. All work completed with traceable commits and clear alignment to coursework objectives.
March 2025
2 Commits • 2 Features
Mar 1, 2025March 2025 monthly summary focusing on key accomplishments in Fernando-JAL/Neurociencias-2025-2. Delivered environment metadata upgrade and first partial exam implementation, enabling reproducible notebooks and streamlined assessment workflow. No major bug fixes recorded this month.
2 Commits • 2 Features
Mar 1, 2025March 2025 monthly summary focusing on key accomplishments in Fernando-JAL/Neurociencias-2025-2. Delivered environment metadata upgrade and first partial exam implementation, enabling reproducible notebooks and streamlined assessment workflow. No major bug fixes recorded this month.
March 2025
January 2025
1 Commits • 1 Features
Jan 1, 20252025-01 Monthly Summary — Fernando-JAL/Neurociencias-2025-2: Focused on scaffolding for upcoming content, enabling roadmap-driven work and clearer planning for stakeholders. Delivered a placeholder file Expectativas_Aitana.txt to track future content; no bugs fixed this month; all activity aimed at setting groundwork for upcoming iterations. Commit: 3ff17710cc0454acf155a807df54d7a0733f9931.
January 2025
1 Commits • 1 Features
Jan 1, 20252025-01 Monthly Summary — Fernando-JAL/Neurociencias-2025-2: Focused on scaffolding for upcoming content, enabling roadmap-driven work and clearer planning for stakeholders. Delivered a placeholder file Expectativas_Aitana.txt to track future content; no bugs fixed this month; all activity aimed at setting groundwork for upcoming iterations. Commit: 3ff17710cc0454acf155a807df54d7a0733f9931.
Activity
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Quality Metrics
Correctness81.8%
Maintainability81.8%
Architecture81.8%
Performance76.4%
AI Usage20.0%
Skills & Technologies
Programming Languages
MarkdownPythonSQL
Technical Skills
CNNData AnalysisData AugmentationData ScienceData VisualizationDecision TreesDeep LearningImage ClassificationImage ProcessingJupyter NotebookKerasMachine LearningMatplotlibPandasPython
Repositories Contributed To
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