Independent analyst. I rebuild contested figures in the technology, energy and AI build-out from primary public data, and score forecasts, valuations and stated targets against what actually happens. Every quantitative claim is published with its dataset and a script that regenerates it, so any number can be checked at source.
Method. Separate an announced figure from the delivered one, tag each source by incentive, keep human judgement over the model's output, and set a falsifiable test for every forward call. Drafting is AI-assisted; the judgement is not.
Start here
- Interactive tools, change an input and watch the figure move: https://nmairesearch.github.io/
- Papers, open-access and reproducible, under ORCID: https://orcid.org/0009-0003-4213-7769
- Datasets on Hugging Face: https://huggingface.co/NMAIResearch
- Each study archived with its own DOI on Zenodo (CC BY 4.0)
Earlier background is ten years in operational process design and quality assurance. Business Management (BA, 2024). English and Hungarian, C2.