ExoMol/bib
Jun 2025 – Dec 2025
3 Months active
Languages Used
BibTeX
Technical Skills
Machine LearningResearchbibliography managementdata formattingdata managementmachine learning
Marco Barnfield
PROFILE
Marco Barnfield
Over a three-month period, Matthew Barnfield developed and expanded the bibliographic infrastructure for the ExoMol/bib repository, focusing on machine learning and exoplanet research. He created a BibTeX-based knowledge base of foundational ML models and algorithms, standardizing citation practices to support reproducible research. His work included curating and formatting bibliographies for astronomy and spectroscopy, enhancing metadata quality, and improving discoverability for researchers. Using BibTeX and leveraging skills in data management and academic writing, Matthew delivered features that enabled consistent referencing and streamlined literature access. The depth of his contributions strengthened repository maintainability and supported robust model development across scientific domains.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
9Total
Bugs
0
Commits
9
Features
5
Lines of code
704
Activity Months3
Your Network
6 people
Work History
December 2025
5 Commits • 2 Features
Dec 1, 2025In December 2025, two major bibliography enhancements were delivered for ExoMol/bib, expanding resources for exoplanet researchers and machine learning researchers. No major bugs fixed this month. Updates focus on resource coverage, citation quality, and research reproducibility, enabling faster literature discovery and more robust model development.
5 Commits • 2 Features
Dec 1, 2025In December 2025, two major bibliography enhancements were delivered for ExoMol/bib, expanding resources for exoplanet researchers and machine learning researchers. No major bugs fixed this month. Updates focus on resource coverage, citation quality, and research reproducibility, enabling faster literature discovery and more robust model development.
December 2025
November 2025
3 Commits • 2 Features
Nov 1, 2025November 2025 – ExoMol/bib: Key bibliographic curation and ML bibliography expansion to support astronomy research. Focused updates improved data quality, formatting, and discoverability for ML applications, spectroscopy, and molecular properties.
November 2025
3 Commits • 2 Features
Nov 1, 2025November 2025 – ExoMol/bib: Key bibliographic curation and ML bibliography expansion to support astronomy research. Focused updates improved data quality, formatting, and discoverability for ML applications, spectroscopy, and molecular properties.
June 2025
1 Commits • 1 Features
Jun 1, 2025June 2025 monthly summary for ExoMol/bib focusing on feature delivery and knowledge base standardization. Implemented a BibTeX-based ML Knowledge Base References, covering foundational models and algorithms to support consistent ML citations across the project.
1 Commits • 1 Features
Jun 1, 2025June 2025 monthly summary for ExoMol/bib focusing on feature delivery and knowledge base standardization. Implemented a BibTeX-based ML Knowledge Base References, covering foundational models and algorithms to support consistent ML citations across the project.
June 2025
Activity
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Quality Metrics
Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
BibTeX
Technical Skills
Machine LearningResearchacademic writingbibliography managementdata citationdata formattingdata managementdata sciencedeep learningmachine learningreference citationreference managementresearch documentationscientific writing
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