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PROFILE

Jb

Jemarc Briones developed a suite of scientific computing tools in the ubsuny/PHY386 repository, focusing on reproducible data analysis and educational workflows. Over four months, Jemarc built Jupyter Notebooks for physics and astronomy assignments, including automated image processing pipelines for star detection and asteroid tracking using Python, Astropy, and TensorFlow. He implemented interactive visualizations and robust data ingestion from FITS files and zip archives, supporting both classroom learning and research reproducibility. His work demonstrated depth in data management, numerical analysis, and machine learning, with careful attention to environment setup and documentation, resulting in maintainable, end-to-end solutions for scientific education.

Overall Statistics

Feature vs Bugs

89%Features

Repository Contributions

10Total
Bugs
1
Commits
10
Features
8
Lines of code
6,976
Activity Months4

Work History

May 2025

1 Commits • 1 Features

May 1, 2025

Month: 2025-05 — Delivered an end-to-end Astronomical Data Analysis Notebook for Asteroid Tracking in repo ubsuny/PHY386. The feature enables ingestion of multi-FITS datasets from zip archives, interactive visualization of asteroid motion across frames, and generation of a composite path image to support fast validation and reporting. This milestone consolidates the research workflow into a reproducible Python notebook and paves the way for broader data-analysis tooling.

April 2025

3 Commits • 3 Features

Apr 1, 2025

April 2025 monthly summary for ubsuny/PHY386 focusing on feature delivery, technical quality, and impact. Delivered three core features enabling hands-on learning and automated data analysis, with robust environment setup to support reproducibility and educational workflows.

March 2025

5 Commits • 3 Features

Mar 1, 2025

March 2025 Performance Summary for ubsuny/PHY386: Delivered end-to-end PHY386 analysis assets and data provisioning to enable reproducible classroom and research workflows, while cleaning up repository hygiene. The work emphasizes end-to-end data-to-insight capabilities, AI-assisted modeling refinements, and robust data preparation for homework and projects.

February 2025

1 Commits • 1 Features

Feb 1, 2025

February 2025 monthly summary for ubsuny/PHY386: Delivered the PHY386 Homework 1 Jupyter Notebook release, featuring learning objectives, a 'Favorite Scientist' section with image and a LaTeX equation, and a suite of coding exercises covering Python basics. The release supports hands-on learning and aligns with course outcomes, with a single commit documenting the work for traceability.

Activity

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Quality Metrics

Correctness89.0%
Maintainability88.0%
Architecture88.0%
Performance86.0%
AI Usage26.0%

Skills & Technologies

Programming Languages

CSVJupyter NotebookMarkdownNonePython

Technical Skills

AstrophysicsAstropyBasic Coding PrinciplesData AnalysisData ManagementData VisualizationGoogle ColabImage ProcessingJupyter NotebookJupyter NotebooksMachine LearningMarkdownMatplotlibNumPyNumerical Analysis

Repositories Contributed To

1 repo

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

ubsuny/PHY386

Feb 2025 May 2025
4 Months active

Languages Used

MarkdownPythonCSVJupyter NotebookNone

Technical Skills

Basic Coding PrinciplesData AnalysisJupyter NotebookMarkdownPython ProgrammingData Management

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