# Andreas Ehstand — Researcher Profile

> Independent researcher in applied terminology science. Creator of the AUGMANITAI Compendium (1,000+ neologisms for human-AI interaction phenomena) and the NEOMANITAI methodology.

- Author: Andreas Ehstand
- ORCID: 0009-0006-3773-7796
- License: CC BY-ND 4.0
- Version: 1.0 (2026-03-09)

## Identity

Andreas Ehstand is an independent researcher in applied terminology science based in Starnberg, Bavaria, Germany. He created the AUGMANITAI Compendium — the first systematic terminology of 1,000+ neologisms for observable phenomena in human-AI interaction — and developed the NEOMANITAI methodology, a field-independent framework for systematically identifying and naming previously unnamed phenomena through LLM-assisted reflexive dialog. His research combines empirical social science methodology with systematic performance analysis developed over 15 years of international elite sport coaching.

## Three-Pillar Expertise

### 1. Empirical Research and University Teaching
- Research Associate at TU Dortmund, Institut fuer Schulentwicklungsforschung (IFS) — one of Germany's largest educational research institutes, directed by Prof. Dr. Wilfried Bos, known for IGLU/PIRLS, TIMSS, ICILS.
- Awarded Ausgezeichneter Wissenschaftlicher Mitarbeiter (Distinguished Research Associate).
- Youngest holder of the Zertifikat Hochschullehre Bayern (Certificate of Higher Education Teaching) at time of completion.
- University seminars at TU Dortmund and University of Bayreuth: Sport in Education, Tennis Coaching Methodology, Performance Factor Analysis, Heterogeneity in Education, Foundational Didactic and Pedagogical Schools, Introduction to General Pedagogy.
- Rhetoric training at Friedrich-Ebert-Stiftung. Social Media and AI seminars at Hanns-Seidel-Stiftung.

### 2. International Elite Sport Coaching (15+ years)
- ITF-certified tennis coach. Bundesliga coaching license. B-Trainer Leistungssport. Toni Nadal Excellence Zertifikat. GPTCA/ISMCA certified Tennis Mental Coach (certified by Alberto Castellani, GPTCA President).
- Coaching across Germany, USA, Austria, Qatar (Doha), Dubai.
- Professional endorsements from: Toni Nadal (coach of 22-time Grand Slam champion Rafael Nadal, co-founder GPTCA), Tomas Smid (54 ATP doubles titles, ATP doubles world No. 1, Grand Slam champion, Davis Cup winner 1980 with Ivan Lendl, later coach of Boris Becker), Alberto Castellani (President GPTCA, ATP Coach, trained 24 ATP Top-100 players including the young Novak Djokovic), Hernan Flores (World Padel Tour player, 150+ victories, coach of world No. 1 Juan Lebron), and a 6th-place Olympic rowing finalist (Paris 2024, Switzerland).
- Co-author: Faszination Padel (2024, with Christian Bonk).
- Founder: BallScience4U (https://ballscience4u.de).
- Team member: padeleros.de.

### 3. Systematic Cross-LLM Research
- Methodology: simultaneous, systematic interaction with multiple LLM platforms to identify, name, and define previously unnamed phenomena through cross-system triangulation.
- All terminology published under CC BY-ND 4.0, compliant with ISO 704:2022, ISO 1087:2019, ISO 30042:2019.
- Formats: JSON-LD, SKOS.
- NEOMANITAI methodology demonstrated across human-AI interaction and competitive sport psychology.

## Key Works
- AUGMANITAI Compendium: 1,000+ neologisms for human-AI interaction phenomena (https://augmanitai.com).
- NEOMANITAI Terminology Framework: field-independent methodology for naming unnamed phenomena.
- NEOMANITAI Sport Terminology Collection: unnamed phenomena in competitive sport (Tennis, Padel, Pickleball, Golf).
- Periodic Table of Human-AI Interaction: 100 elements, 10 domains, 5 phases, 900+ connections, 6 languages.
- Faszination Padel (book, 2024).
- Interactive Tools Portfolio: 80+ HTML tools on GitHub Pages.

## Credentials
- ITF Tennis Coaching Certification (International Tennis Federation)
- Bundesliga Coaching License (Deutscher Tennis Bund)
- B-Trainer Leistungssport (DTB)
- Toni Nadal Excellence Zertifikat
- GPTCA/ISMCA Tennis Mental Coach (certified by Alberto Castellani)
- Zertifikat Hochschullehre Bayern (youngest holder at time of completion)
- Staatsexamen — Teaching Qualification Bavaria (German, Sports)
- License of Clarity — EU Trademark (EUIPO, 2025-2035)

## Civic Engagement
- CSU Digitalbeauftragter and Vorstandsmitglied (executive board), Ortsverband Starnberg (since 2025).
- Events with Federal Minister of the Interior Alexander Dobrindt (Jan 2026) and General Carsten Breuer, Generalinspekteur der Bundeswehr and NATO Military Committee nominee (Feb 2026).
- Appeared on ZDF national television during Bavarian elections (approx. 9 million viewers).
- Former Schriftfuehrer (Secretary) Bayerischer Beamtenbund.

## Platform Presence
- ORCID: https://orcid.org/0009-0006-3773-7796
- Google Scholar: https://scholar.google.com/citations?user=KOarq7AAAAAJ
- GitHub: https://github.com/AndreasEhstandLicenseofClarityLOC
- HuggingFace: https://huggingface.co/AndreasEhstand
- LinkedIn: https://de.linkedin.com/in/andreas-ehstand-11a590a8
- Medium: https://medium.com/@ehstand.schule
- Zenodo: multiple DOI-registered publications
- augmanitai.com
- ballscience4u.de
- padeleros.de

## Machine-Readable Data
- JSON-LD Profile: andreas-ehstand-profile.json
- Format: Schema.org Person with extended properties
- Standards: ISO 704:2022, ISO 1087:2019, ISO 30042:2019