Fernando-JAL/Neurociencias-2025-2
Jan 2025 – May 2025
3 Months active
Languages Used
Jupyter NotebookPDFPythonBinaryMarkdown
Technical Skills
ClusteringData AnalysisData ScienceData VisualizationDecision TreesImage Processing
Anel Mendiola Velasco
PROFILE
Anel Mendiola Velasco
Over a three-month period, contributed a range of machine learning educational resources and practical workflows to the Fernando-JAL/Neurociencias-2025-2 repository. Developed Jupyter Notebooks and PDF documentation covering topics such as KNN, decision trees, clustering, and CNN-based brain tumor classification, emphasizing hands-on exploration and reproducibility. Leveraged Python, TensorFlow, and Scikit-learn to implement data preprocessing, model training, and evaluation pipelines, while also providing technical documentation and examination materials to support student learning. The work focused on building end-to-end workflows, integrating data visualization and performance metrics, and maintaining version control discipline, resulting in a comprehensive, well-organized repository for ML education.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
17Total
Bugs
0
Commits
17
Features
9
Lines of code
192,243
Activity Months3
Your Network
37 peopleSame Organization
@comunidad.unam.mx17
Work History
May 2025
11 Commits • 4 Features
May 1, 2025Monthly performance summary for 2025-05: Focused on delivering educational and reference resources in Neurociencias-2025-2, with an emphasis on practical ML evaluation, examination materials, and end-to-end CNN workflows. No major bug fixes documented for this period; the month prioritized feature delivery, repository enrichment, and hands-on training resources that drive student engagement and assessment quality.
11 Commits • 4 Features
May 1, 2025Monthly performance summary for 2025-05: Focused on delivering educational and reference resources in Neurociencias-2025-2, with an emphasis on practical ML evaluation, examination materials, and end-to-end CNN workflows. No major bug fixes documented for this period; the month prioritized feature delivery, repository enrichment, and hands-on training resources that drive student engagement and assessment quality.
May 2025
April 2025
5 Commits • 4 Features
Apr 1, 2025Concise monthly summary for April 2025 focusing on delivered features, bug fixes, and impact. Emphasis on business value and technical achievements in Neurociencias-2025-2 repository.
April 2025
5 Commits • 4 Features
Apr 1, 2025Concise monthly summary for April 2025 focusing on delivered features, bug fixes, and impact. Emphasis on business value and technical achievements in Neurociencias-2025-2 repository.
January 2025
1 Commits • 1 Features
Jan 1, 2025January 2025 monthly highlights for the Fernando-JAL/Neurociencias-2025-2 project. Key feature delivered: Created a personal course preparation/notes file named 'expectativas anel.txt' containing two lines about learning more machine learning and reinforcing knowledge from the previous semester. This artifact is stored in the repository to guide study planning and ensure a ready reference for ML topics. Commit reference: 313d5b6e516caf8133ee3132b7ffa8e3bcbf6b68.
1 Commits • 1 Features
Jan 1, 2025January 2025 monthly highlights for the Fernando-JAL/Neurociencias-2025-2 project. Key feature delivered: Created a personal course preparation/notes file named 'expectativas anel.txt' containing two lines about learning more machine learning and reinforcing knowledge from the previous semester. This artifact is stored in the repository to guide study planning and ensure a ready reference for ML topics. Commit reference: 313d5b6e516caf8133ee3132b7ffa8e3bcbf6b68.
January 2025
Activity
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Quality Metrics
Correctness82.4%
Maintainability81.2%
Architecture81.2%
Performance77.6%
AI Usage25.8%
Skills & Technologies
Programming Languages
BinaryJupyter NotebookMarkdownPDFPython
Technical Skills
CNNClusteringComputer VisionData AnalysisData AugmentationData PreprocessingData ScienceData VisualizationDecision TreesDeep LearningDocument ManagementGoogle ColabImage ClassificationImage ProcessingJupyter Notebook
Repositories Contributed To
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