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
Rafael Lopez contributed to the Fernando-JAL/Neurociencias-2025-2 repository by developing machine learning pipelines and maintaining repository hygiene. He built Jupyter Notebooks for brain tumor classification using convolutional neural networks and implemented decision tree pruning comparisons on the Iris dataset, leveraging Python, Keras, and Scikit-learn. Rafael also created models for neuron type classification with Random Forest and neural networks, focusing on data preprocessing and evaluation metrics. In addition to feature development, he improved codebase quality by removing stray binary files, reducing repository bloat and diff noise. His work demonstrated depth in both engineering rigor and reproducible data science practices.
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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