Fernando-JAL/Neurociencias-2025-2
Jan 2025 – May 2025
2 Months active
Languages Used
Jupyter NotebookPython
Technical Skills
CNNData AnalysisData PreprocessingData ScienceData VisualizationDecision Trees
Raziel TLS
PROFILE
Raziel Tls
Contributed to the Fernando-JAL/Neurociencias-2025-2 repository by developing machine learning pipelines and maintaining repository hygiene. Built Jupyter Notebooks for brain tumor classification using convolutional neural networks and for comparing decision tree pruning strategies on the Iris dataset, applying Python, Keras, and Scikit-learn for model training, evaluation, and data preprocessing. Added exam materials and scaffolded assignment notebooks to support course delivery and reproducibility. Improved repository health by removing stray binary files, enforcing policies against non-code assets, and reducing diff noise. The work emphasized clean code practices, reproducible experiments, and the integration of data science workflows into educational resources.
Overall Statistics
Feature vs Bugs
83%Features
Repository Contributions
10Total
Bugs
1
Commits
10
Features
5
Lines of code
1,135
Activity Months2
Your Network
37 peopleSame Organization
@comunidad.unam.mx17
Work History
May 2025
7 Commits • 5 Features
May 1, 2025May 2025 monthly summary for Fernando-JAL/Neurociencias-2025-2 focused on delivering key course materials and advancing ML experiments aligned with educational outcomes and reproducibility. Activities centered on expanding course resources, scaffolding assignments, and introducing ML pipelines for biology-related tasks. No explicit bug fixes documented for this period; emphasis on feature delivery and knowledge transfer.
7 Commits • 5 Features
May 1, 2025May 2025 monthly summary for Fernando-JAL/Neurociencias-2025-2 focused on delivering key course materials and advancing ML experiments aligned with educational outcomes and reproducibility. Activities centered on expanding course resources, scaffolding assignments, and introducing ML pipelines for biology-related tasks. No explicit bug fixes documented for this period; emphasis on feature delivery and knowledge transfer.
May 2025
January 2025
3 Commits
Jan 1, 2025January 2025: Focused on repository hygiene for Fernando-JAL/Neurociencias-2025-2, removing stray binary files (PDFs and DS_Store), resulting in a cleaner codebase, reduced diff noise, and reinforced commit hygiene policies.
January 2025
3 Commits
Jan 1, 2025January 2025: Focused on repository hygiene for Fernando-JAL/Neurociencias-2025-2, removing stray binary files (PDFs and DS_Store), resulting in a cleaner codebase, reduced diff noise, and reinforced commit hygiene policies.
Activity
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Quality Metrics
Correctness67.0%
Maintainability64.0%
Architecture64.0%
Performance64.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
Jupyter NotebookPython
Technical Skills
CNNData AnalysisData PreprocessingData ScienceData VisualizationDecision TreesDeep LearningImage ClassificationKerasMachine LearningMatplotlibNeural NetworksPandasPythonRandom Forest
Repositories Contributed To
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