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dfalessi

PROFILE

Dfalessi

Contributed to the se-ubt/llm-guidelines-website repository by developing and enhancing documentation that establishes open LLMs as reproducible baselines for software engineering research. Focused on consolidating research guidelines, baseline recommendations, and replication package instructions, the work improved clarity and comparability for LLM evaluation. Leveraged LaTeX for technical writing, ensuring academic rigor through accurate citation formatting and detailed explanations. Addressed formatting issues to align with scholarly standards and replaced placeholders with concrete examples and justifications. Emphasized documentation governance, version control, and traceability, resulting in clearer onboarding materials and maintainable guidelines that support consistent, reproducible research practices in the field.

Overall Statistics

Feature vs Bugs

67%Features

Repository Contributions

5Total
Bugs
1
Commits
5
Features
2
Lines of code
234
Activity Months2

Work History

April 2025

1 Commits • 1 Features

Apr 1, 2025

2025-04 monthly results: Delivered a high-value documentation enhancement for se-ubt/llm-guidelines-website. Key feature: LaTeX Documentation Enhancement: Open LLM Baseline Section with Citations, replacing TODOs with explanations, including citations, concrete examples, and justification for using open LLMs as baseline. No major bugs fixed this month. Overall impact: clearer, more actionable guidelines for LLM evaluation, improved onboarding and maintainability, and stronger governance. Technologies/skills demonstrated: LaTeX, technical writing, citation practices, documentation governance, commit traceability.

February 2025

4 Commits • 1 Features

Feb 1, 2025

February 2025: Delivered foundational Open LLM guidelines for software engineering research and closed a key formatting gap to improve academic rigor and reproducibility. The work centers on consolidating guidelines for using open LLMs as baselines to enhance reproducibility and comparability of SE studies, including baseline recommendations, replication packages, reporting inter-model agreement, and model confidence scoring, with targeted documentation updates to clarify roles and expectations. Key features delivered: - Open LLM guidelines for software engineering research, consolidating baseline recommendations, replication packages, inter-model agreement reporting, and model confidence scoring. Commits: 9fd1896f878b97019ddc4fe3a69721c032ff9742; 78e7a260743ad8c0481eeffc11854c0e34168705; 15e49d39cfff7a322df9120192513b0293a8f937. Major bugs fixed: - Fixed citation formatting in use-open-llm guidelines by updating from \citep to \citet to ensure correct academic formatting. Commit: 93cf677002ba674bd8475c00ec8d4dfb6a9664a1. Overall impact and accomplishments: - Establishes a reproducible baseline strategy for LLM-guided SE research, enabling researchers and practitioners to compare results consistently and reproduce experiments more easily. The updates also improve the clarity and correctness of scholarly references across the guidelines. Technologies/skills demonstrated: - Documentation design and content strategy, LaTeX-based guideline authoring, version control and commit hygiene, collaboration and iteration on research documentation, and a focus on publication-ready formatting.

Activity

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Quality Metrics

Correctness92.0%
Maintainability92.0%
Architecture88.0%
Performance84.0%
AI Usage36.0%

Skills & Technologies

Programming Languages

LaTeX

Technical Skills

Academic ResearchDocumentationLLM IntegrationResearch GuidelinesTechnical Writing

Repositories Contributed To

1 repo

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

se-ubt/llm-guidelines-website

Feb 2025 Apr 2025
2 Months active

Languages Used

LaTeX

Technical Skills

DocumentationLLM IntegrationResearch GuidelinesTechnical WritingAcademic Research