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emersonvilca

PROFILE

Emersonvilca

Over a three-month period, this developer contributed to the Giovanirojascuela/2025_5TO01 repository by building reproducible data science workflows in Python and Jupyter Notebook. They delivered a Colab-based Coffee Shop Sales Analysis notebook, enabling CSV data ingestion, datetime handling, and sales trend visualization using Pandas and Seaborn, while preparing data for machine learning. Additionally, they implemented a linear regression notebook for housing price prediction, covering data preprocessing, model training, evaluation, and visualization. Their work also included maintaining repository hygiene and documentation accuracy, updating contributor lists, and flagging non-functional commits, demonstrating attention to detail and strong version control practices.

Overall Statistics

Feature vs Bugs

75%Features

Repository Contributions

5Total
Bugs
1
Commits
5
Features
3
Lines of code
1,334
Activity Months3

Work History

July 2025

1 Commits • 1 Features

Jul 1, 2025

July 2025 monthly summary: Delivered a Colab-ready Housing Prices Linear Regression Notebook for the Giovanirojascuela/2025_5TO01 repository, enabling quick experimentation with simple linear regression to predict housing prices. The end-to-end notebook covers library installation, data loading, preprocessing, model training, predictions, evaluation, and visualization, supporting reproducible data science workflows and faster decision-making around pricing strategies.

June 2025

1 Commits • 1 Features

Jun 1, 2025

June 2025: Delivered a reproducible Coffee Shop Sales Analysis Colab Notebook enabling data loading from CSV, datetime conversion, and visualization of sales trends by time and coffee type; prepped data for machine learning by encoding categorical features and separating features from the target variable. Established a reusable EDA workflow in Colab to support data-driven decisions and potential predictive analytics.

May 2025

3 Commits • 1 Features

May 1, 2025

May 2025 performance summary focused on documentation accuracy, contributor attribution, and repository hygiene. Key actions: updated the README contributors in Giovanirojascuela/2025_5TO01 to include Claudio Emerson Vilca Calcina/Calsina (commits: 9fee02c7091c43ce7c64506a7d1e2e11b7df2cc6; f9f3bd817646f46660ef576517002e2e55b7acc9). In Giovanirojascuela/p02_ssh, identified a No-Op Placeholder Commit (Diethmar_Ejercicio_NodeJS.js) with no functional changes (commit: 74c774d269718ab6ace166b66f7584c9233bb314). No features or bug fixes were delivered this month; instead, the work focused on repository hygiene, documentation accuracy, and governance. Overall impact: improved onboarding, clearer attribution, and reduced noise for future changes. Technologies/skills demonstrated: Git, README maintenance, attention to detail, cross-repo coordination, and documentation discipline.

Activity

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Quality Metrics

Correctness76.0%
Maintainability76.0%
Architecture76.0%
Performance76.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

GitJupyter NotebookMarkdownPython

Technical Skills

Data AnalysisData VisualizationDocumentationLinear RegressionMachine LearningMatplotlibPandasScikit-learnSeabornVersion Control

Repositories Contributed To

2 repos

Overview of all repositories you've contributed to across your timeline

giovanirojascuela/2025_5TO01

May 2025 Jul 2025
3 Months active

Languages Used

MarkdownJupyter NotebookPython

Technical Skills

DocumentationData AnalysisData VisualizationMatplotlibPandasScikit-learn

giovanirojascuela/p02_ssh

May 2025 May 2025
1 Month active

Languages Used

Git

Technical Skills

Version Control