atsa-es/fish550-2025
Apr 2025 – May 2025
2 Months active
Languages Used
RR MarkdownCSSHTMLJavaScript
Technical Skills
ARIMAData ProcessingData VisualizationData WranglingDocumentationETS Models
tinatao121-99
PROFILE
Tinatao121-99
Tao worked on the atsa-es/fish550-2025 repository, developing analytical pipelines for ecological time series data over two months. He established a reproducible forecasting workflow for Chinook salmon using ARIMA and ETS models in R, emphasizing clean code and documentation to streamline onboarding. Tao implemented dynamic factor analysis with the MARSS package and applied Hidden Markov Models to analyze winter PDO states, integrating covariate-driven models for salmon productivity. His work focused on end-to-end data processing, model diagnostics, and actionable visualizations, leveraging R and R Markdown. The depth of his contributions supported maintainable, extensible workflows for ecological forecasting and decision-making.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
11Total
Bugs
0
Commits
11
Features
5
Lines of code
4,014
Activity Months2
Your Network
120 people
Work History
May 2025
6 Commits • 3 Features
May 1, 2025Month: May 2025 performance summary for atsa-es/fish550-2025. Delivered end-to-end analytical pipelines for plankton dynamics, winter PDO, and salmon productivity, incorporating dynamic factor analysis with MARSS, Hidden Markov Models for PDO states, and covariate-driven salmon models. Focused on reproducible workflows, model diagnostics, and actionable visualizations to support ecological forecasting and decision-making.
6 Commits • 3 Features
May 1, 2025Month: May 2025 performance summary for atsa-es/fish550-2025. Delivered end-to-end analytical pipelines for plankton dynamics, winter PDO, and salmon productivity, incorporating dynamic factor analysis with MARSS, Hidden Markov Models for PDO states, and covariate-driven salmon models. Focused on reproducible workflows, model diagnostics, and actionable visualizations to support ecological forecasting and decision-making.
May 2025
April 2025
5 Commits • 2 Features
Apr 1, 2025April 2025 monthly summary for repository atsa-es/fish550-2025. Focused on establishing a robust foundation for matrix time-series analysis and delivering an end-to-end forecasting workflow for Chinook salmon data. The work emphasizes business value through reproducibility, reliable forecasting, and a clean codebase that supports rapid onboarding and future enhancements.
April 2025
5 Commits • 2 Features
Apr 1, 2025April 2025 monthly summary for repository atsa-es/fish550-2025. Focused on establishing a robust foundation for matrix time-series analysis and delivering an end-to-end forecasting workflow for Chinook salmon data. The work emphasizes business value through reproducibility, reliable forecasting, and a clean codebase that supports rapid onboarding and future enhancements.
Activity
Loading activity data...
Quality Metrics
Correctness84.6%
Maintainability81.8%
Architecture80.0%
Performance76.4%
AI Usage25.4%
Skills & Technologies
Programming Languages
CSSHTMLJavaScriptRR Markdown
Technical Skills
ARIMAData AnalysisData ProcessingData VisualizationData WranglingDocumentationDynamic Factor AnalysisETS ModelsForecastingHidden Markov ModelsMARSS PackageR ProgrammingStatistical ModelingTime Series Analysis
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline