# Developer resources | Natthakitt Prapunwattana Research & Software

This is Natthakitt Prapunwattana’s personal research and software portfolio, hosted on Vercel. The developer resources are the public source repositories for the projects below. Follow each repository’s README and documentation for setup, dependencies, examples, licensing, and the current state of that project.

Use this portfolio to find projects involving research-paper comparison and citations, Graph RAG conversations, quantitative research tools, computer vision, and hazard monitoring. Use the about page to check the author’s background and the contact page to find public contact channels. Descriptions here introduce the work; inspect the repository before making claims about features or using its code.

Agents can read /llms.txt for a short guide, request the homepage or these informational pages with Accept: text/markdown, or follow the explicit .md links. These are public, read-only documents and need no authentication. The portfolio does not publish a product API, an OpenAPI specification, or an MCP service. Project-specific interfaces belong to the individual repositories.

## Project repositories and documentation

- [TumorVision](https://github.com/mingnatthakitt/TumorVision): Brain MRI classification using EfficientNetV2-S and ConvNeXt-Tiny, with a MedGemma-assisted review step.
- [AlphaStratum](https://github.com/mingnatthakitt/AlphaStratum): A quantitative research platform combining statistical models, backtesting, portfolio tools, and source-cited AI analysis.
- [PaperScope](https://github.com/mingnatthakitt/PaperScope): A local-first research workspace for comparing papers, exploring concept graphs, and asking grounded questions with linked evidence and page-level citations.
- [cite.](https://github.com/mingnatthakitt/cite.): A Graph RAG chat that builds entity relationships from text, URLs, and files, then returns grounded answers with numbered citations to source documents.
- [Thailand & Greater Indochina Disaster Watch](https://github.com/mingnatthakitt/Thailand-Natural-Disasters-Alert): A near real-time hazard map with a filterable event feed and Discord alerts for wildfires, earthquakes, and tropical cyclones, using NASA EONET and USGS data.

## Readable portfolio resources

- [Agent guide and when-to-use guidance](https://mingnatthakitt.vercel.app/llms.txt)
- [Complete portfolio text](https://mingnatthakitt.vercel.app/llms-full.txt)
- [Homepage in Markdown](https://mingnatthakitt.vercel.app/index.md)
- [Sitemap](https://mingnatthakitt.vercel.app/sitemap.xml)