Specializing in LLM-Powered Tools for Research Data Management
Bridging cutting-edge AI technology with scientific research workflows
Innovative applications leveraging LLMs for research data management
LLM-Powered Data Management Plan Generator for Plant Sciences
DataPLAN leverages large language models to automatically generate comprehensive, compliant data management plans. The tool integrates LLM workflows to understand research contexts, suggest appropriate metadata standards, and create structured DMPs that meet funder requirements.
AI-Driven Conversion of Experimental Protocols to Standardized Formats
elab2arc uses advanced natural language processing and LLMs to automatically parse free-text experimental protocols from electronic lab notebooks and convert them into standardized, machine-readable Excel files compliant with ARC (Annotated Research Context) specifications. This tool dramatically reduces manual data entry and ensures reproducibility.
Model Context Protocol Server for Research Data Management
A custom-built MCP (Model Context Protocol) server that enables AI assistants like Claude to directly interact with DataPLAN functionality. This server provides structured access to data management planning capabilities, allowing seamless integration of DMP generation into AI-powered research workflows.
{
"server": "dataplan-mcp",
"tools": [
"generate_dmp",
"validate_metadata",
"suggest_standards"
],
"integration": "claude-ai"
}Leveraging AI for comprehensive quality assessment and optimization
AI-powered assessment of research projects, analyzing methodology, data quality, and reproducibility using LLM-based evaluation frameworks.
Automated code quality analysis, documentation assessment, and best practice recommendations using AI-assisted review systems.
Comprehensive evaluation of Data Management Plans for compliance, completeness, and best practices using LLM validation workflows.
AI-driven data quality checks, metadata validation, and standardization recommendations for research data.
Expertise spanning AI, data management, and scientific computing
Explore my repositories and contribute to research data tools
Web-based data management plan generator for plant sciences with LLM integration
AI-powered converter from electronic lab notebook protocols to ARC format
Model Context Protocol server for integrating DataPLAN with AI assistants