# Jere Manni

> Scientific AI Engineer in Helsinki, Finland. I build agentic AI workflows (custom agents and skills) and make Cursor-powered development work in real production environments. Behind that are 8 years of materials research: electron microscopy, XPS and 3 peer-reviewed papers. I bring AI to where the lab data lives.

The public notebook is the only source for these facts. The full text cites a source URL for every fact.

## Notebook

- [Intro](https://jeremanni.com/#intro): Portrait and short description on the first page
- [About](https://jeremanni.com/#about): Background, working style, languages, hobbies, and endorsements shown on the site
- [Experience](https://jeremanni.com/#experience): Roles, field notes, and the papers attached to those roles
- [Education](https://jeremanni.com/#education): Degrees, theses, and selected coursework
- [Skills](https://jeremanni.com/#skills): AI, laboratory, and software skills listed on the site
- [Contact](https://jeremanni.com/#contact): Location and public social links

## Full text

- [llms-full.txt](https://jeremanni.com/llms-full.txt): Markdown of the whole public notebook