Code & Tools
Overview
Research tools and utilities developed for evidence synthesis, literature curation, and computational analysis. Built with modern data science and reproducible workflows.
All code available on GitHub.
Research Infrastructure
Evidence Synthesis Dashboards
Interactive web-based tools for systematic literature curation and knowledge synthesis.
Featured: Violence Research Dashboard - Multi-level ecological evidence browser with citation management
Technologies: HTML/CSS/JavaScript, JSON data structures, interactive filtering
Status: Active - Violence dashboard deployed
LLM-Assisted Research Tools
Utilities for literature synthesis, citation extraction, and knowledge graph construction using large language models.
Applications: Automated citation parsing, theoretical framework extraction, model card generation
Technologies: Python, Claude API, prompt engineering, structured output parsing
Status: In development
Citation & Reference Management
Tools for managing research literature, detecting hallucitated citations, and maintaining bibliographic databases.
Technologies: Python, BibTeX, JSON schemas, text analysis
Status: Active - Hallucitation detection pilot
Analysis & Visualization
Statistical Modeling
Reusable functions for mixed models, psychometric analysis, SEM, and longitudinal data.
Technologies: R (lme4, lavaan, psych), Python (statsmodels, scikit-learn)
Status: In development
Interactive Dashboards
Custom visualization and reporting tools for research communication.
Technologies: R (ggplot2, plotly), Python (matplotlib, seaborn), Quarto, HTML/CSS
Featured: Violence Research Dashboard, Intellectual Network Map - Network visualization of 450+ books across intellectual domains
Status: Active
Reproducible Workflows
Quarto-based analysis pipelines for transparent, version-controlled research.
Technologies: Quarto, R Markdown, Jupyter, Git/GitHub
Status: Active - Lab website built with Quarto
Data Collection (Legacy)
Ecological Momentary Assessment
Tools for EMA and text-based data collection from previous work.
Technologies: Python, R, SMS APIs, mobile platforms
Status: Archived - Available for reference
Example Code
Small, annotated code examples and datasets for methodological demonstrations available in the repository.
Contributing
Interested in tools collaboration or have questions? Connect via LinkedIn.