ubsuny/PHY386
Jan 2026 – May 2026
5 Months active
Languages Used
MarkdownPythonYAML
Technical Skills
AI integrationJupyterMarkdown formattingPython programmingAIData Analysis
Brendan Perez
PROFILE
Brendan Perez
Over five months, contributed to the ubsuny/PHY386 repository by developing eight features and resolving two bugs, focusing on educational and scientific computing tools. Built Jupyter notebooks for homework assignments, circuit analysis, and sensor data pipelines, emphasizing reproducibility and clear documentation. Implemented a heat equation solver using finite-difference methods and SciPy, and delivered a star classification machine learning project with multiple algorithms and visualizations. Developed an atmospheric methane forecasting module using Python, regression models, and uncertainty quantification techniques. Leveraged skills in Python, Jupyter, and data analysis to create maintainable, student-ready artifacts that improved curriculum delivery and collaborative project management.
Overall Statistics
Feature vs Bugs
80%Features
Repository Contributions
18Total
Bugs
2
Commits
18
Features
8
Lines of code
9,807,087
Activity Months5
Your Network
18 peopleWork History
May 2026
1 Commits • 1 Features
May 1, 2026Delivered Atmospheric methane forecasting analysis module within ubsuny/PHY386 (May 2026). Implemented regression-based CH4 forecasting on NOAA GML time series, including linear, quadratic, and piecewise fits with a 1999/2007 change-point, Jacobian-based uncertainty propagation to a 2030 forecast, and added an MLPRegressor baseline for performance comparison. Completed final submission under Topic 3 atmospheric methane forecast (squash-merged).
1 Commits • 1 Features
May 1, 2026Delivered Atmospheric methane forecasting analysis module within ubsuny/PHY386 (May 2026). Implemented regression-based CH4 forecasting on NOAA GML time series, including linear, quadratic, and piecewise fits with a 1999/2007 change-point, Jacobian-based uncertainty propagation to a 2030 forecast, and added an MLPRegressor baseline for performance comparison. Completed final submission under Topic 3 atmospheric methane forecast (squash-merged).
May 2026
April 2026
4 Commits • 3 Features
Apr 1, 2026February 2026? No, April 2026. This monthly summary covers the ubsuny/PHY386 repository for 2026-04, focusing on business value and technical achievements. Key progress includes delivering a robust heat equation solver with finite-difference methods and SciPy integration to enable reproducible diffusion simulations and enhanced educational notebooks; advancing the Star Classification ML Project with multiple algorithms and visualization tools to validate and communicate astrophysical results; establishing a comprehensive Homework Management Infrastructure with templates to streamline issue tracking, project planning, and code reviews; and a targeted fix to ensure domain terminology accuracy.
April 2026
4 Commits • 3 Features
Apr 1, 2026February 2026? No, April 2026. This monthly summary covers the ubsuny/PHY386 repository for 2026-04, focusing on business value and technical achievements. Key progress includes delivering a robust heat equation solver with finite-difference methods and SciPy integration to enable reproducible diffusion simulations and enhanced educational notebooks; advancing the Star Classification ML Project with multiple algorithms and visualization tools to validate and communicate astrophysical results; establishing a comprehensive Homework Management Infrastructure with templates to streamline issue tracking, project planning, and code reviews; and a targeted fix to ensure domain terminology accuracy.
March 2026
5 Commits • 1 Features
Mar 1, 2026March 2026 – PHY386: Delivered a Unit Standardization and Data Corrections Sensor Data Analysis Notebook for Homework 3 with robust data pipelines, complete documentation, and reproducible setup. Standardized data units across measurements (Pa, hPa, mmHg) and improved data accuracy, enabling consistent analysis and easier review. Impact: Improved data integrity and notebook usability will reduce time-to-insight for students and reviewers, and establish a reusable blueprint for future sensor-data analyses in coursework. Overall approach: Focused on container-ready notebook with clear sections, thorough documentation, and a clean commit history to support traceability and collaboration.
5 Commits • 1 Features
Mar 1, 2026March 2026 – PHY386: Delivered a Unit Standardization and Data Corrections Sensor Data Analysis Notebook for Homework 3 with robust data pipelines, complete documentation, and reproducible setup. Standardized data units across measurements (Pa, hPa, mmHg) and improved data accuracy, enabling consistent analysis and easier review. Impact: Improved data integrity and notebook usability will reduce time-to-insight for students and reviewers, and establish a reusable blueprint for future sensor-data analyses in coursework. Overall approach: Focused on container-ready notebook with clear sections, thorough documentation, and a clean commit history to support traceability and collaboration.
March 2026
February 2026
7 Commits • 2 Features
Feb 1, 2026February 2026 monthly summary for repository ubsuny/PHY386. Focused on delivering enhanced learning notebooks, circuit analysis tools, and repository hygiene to support scalable curriculum delivery and student outcomes.
February 2026
7 Commits • 2 Features
Feb 1, 2026February 2026 monthly summary for repository ubsuny/PHY386. Focused on delivering enhanced learning notebooks, circuit analysis tools, and repository hygiene to support scalable curriculum delivery and student outcomes.
January 2026
1 Commits • 1 Features
Jan 1, 20262026-01 Monthly Summary for ubsuny/PHY386: Delivered the PHY386 Homework 1 Notebook Release as a new Jupyter notebook artifact with basic Python formatting, coding exercises, and markdown instructions for students. This release provides a repeatable, student-ready assignment format and a baseline for future homeworks. No major bugs fixed this month.
1 Commits • 1 Features
Jan 1, 20262026-01 Monthly Summary for ubsuny/PHY386: Delivered the PHY386 Homework 1 Notebook Release as a new Jupyter notebook artifact with basic Python formatting, coding exercises, and markdown instructions for students. This release provides a repeatable, student-ready assignment format and a baseline for future homeworks. No major bugs fixed this month.
January 2026
Activity
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Quality Metrics
Correctness96.6%
Maintainability92.2%
Architecture95.6%
Performance92.2%
AI Usage42.2%
Skills & Technologies
Programming Languages
MarkdownPythonYAML
Technical Skills
AIAI integrationData AnalysisData analysisGitGitHub ActionsGitHub workflowGoogle ColabJupyterJupyter NotebookJupyter notebooksMarkdownMarkdown formattingPythonPython programming
Repositories Contributed To
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