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
Anel Mendiola developed a suite of machine learning educational resources and practical workflows in the Fernando-JAL/Neurociencias-2025-2 repository over three months. She created Jupyter Notebooks and PDF documentation covering KNN, decision trees, and performance metrics, using Python, Scikit-learn, and TensorFlow to demonstrate core concepts and hands-on model evaluation. Her work included end-to-end image classification pipelines for brain tumor analysis, integrating data preprocessing, clustering, and CNN-based classification. By consolidating technical notes, exam materials, and reproducible code, Anel provided a comprehensive foundation for both self-study and team learning, emphasizing clarity, reproducibility, and practical application of machine learning techniques.
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
Loading activity data...
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
Overview of all repositories you've contributed to across your timeline