davidbau/sidn-handbook
Nov 2024 – Dec 2024
2 Months active
Languages Used
CSSHTMLJavaScript
Technical Skills
CSSDocumentationFront-end DevelopmentHTMLJavaScriptWeb Development
sfeucht
PROFILE
Sfeucht
Sheridan Feucht developed two major features for the davidbau/sidn-handbook repository over a two-month period, focusing on research documentation and front-end structure. Sheridan created a Universality Page detailing how large language models infer agent representations, integrating HTML, CSS, Bootstrap, and MathJax for structured, accessible content. In the following month, Sheridan implemented the Autointerp framework, establishing a reusable documentation backbone for automated interpretability research and introducing the Summarize And Score (SASC) method. The work emphasized maintainable documentation, cross-domain evaluation, and improved onboarding, demonstrating depth in web development, JavaScript, and technical writing without introducing major defects or requiring bug fixes.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
6Total
Bugs
0
Commits
6
Features
2
Lines of code
597
Activity Months2
Your Network
12 peopleWork History
December 2024
2 Commits • 1 Features
Dec 1, 2024Month: 2024-12; Repository: davidbau/sidn-handbook. Summary: Implemented Autointerp framework for automated interpretability documentation and introduced the Summarize And Score (SASC) method. Delivered autointerp directory and initial HTML scaffold, updated assets and the section layout, and added cross-domain evaluation content comparing SASC performance across synthetic modules, BERT, and fMRI data. Commits: e57262bf6c09cff3aee9c777ece138a2ef8d92c2; 15a7df7e34f84142a8f7baf3294cc931ad15283e. Impact: creates a reusable research documentation backbone, improving transparency, collaboration, and onboarding for interpretability studies; enables faster iteration on explainability experiments using LLMs.
2 Commits • 1 Features
Dec 1, 2024Month: 2024-12; Repository: davidbau/sidn-handbook. Summary: Implemented Autointerp framework for automated interpretability documentation and introduced the Summarize And Score (SASC) method. Delivered autointerp directory and initial HTML scaffold, updated assets and the section layout, and added cross-domain evaluation content comparing SASC performance across synthetic modules, BERT, and fMRI data. Commits: e57262bf6c09cff3aee9c777ece138a2ef8d92c2; 15a7df7e34f84142a8f7baf3294cc931ad15283e. Impact: creates a reusable research documentation backbone, improving transparency, collaboration, and onboarding for interpretability studies; enables faster iteration on explainability experiments using LLMs.
December 2024
November 2024
4 Commits • 1 Features
Nov 1, 2024Delivered a new Universality Page with comprehensive content on LLMs as agent models for the davidbau/sidn-handbook repo, including structure, assets, Bootstrap styling, MathJax rendering, and references. Completion achieved via four commits enabling incremental release and traceability. No major defects reported; this feature-rich documentation improves onboarding, accelerates future work, and reinforces the product’s value proposition.
November 2024
4 Commits • 1 Features
Nov 1, 2024Delivered a new Universality Page with comprehensive content on LLMs as agent models for the davidbau/sidn-handbook repo, including structure, assets, Bootstrap styling, MathJax rendering, and references. Completion achieved via four commits enabling incremental release and traceability. No major defects reported; this feature-rich documentation improves onboarding, accelerates future work, and reinforces the product’s value proposition.
Activity
Loading activity data...
Quality Metrics
Correctness93.4%
Maintainability93.4%
Architecture93.4%
Performance90.0%
AI Usage30.0%
Skills & Technologies
Programming Languages
CSSHTMLJavaScript
Technical Skills
CSSDocumentationFront-end DevelopmentHTMLJavaScriptWeb Development
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline