About Tobias
German
Native or bilingual
Experience
- CodeCognitionFreelance Agentic AI Engineer & ArchitectJanuary 1995 - Today (31 years and 5 months)GermanyDevelop the Provolution framework (SEC-J-Scoring, 33 applications across 9 domains, CO₂-SSOT, Peer-Review Ambition Nature Climate Change). This is research, not a service — but the methodological depth from this flows into every client project.Who I work for: Festivals, tours, labels, music-tech startups, event agencies, and medium-sized businesses that need real agent systems instead of chatbot demos.No template stuff. Systems that have to function under live conditions — where latency, robustness, and restart capability decide the evening.GitHub: yokadeeds dev• · DACH remote + on-site▸ Methodology & Science: Transferring the Provolution research discipline (SEC-Scoring, numerical validation) into client architectures.
- PROVOLUTIONFounder & Framework ArchitectJanuary 2025 - Today (1 year and 5 months)▸ Technical Implementation: CO₂-SSOT (Single-Source-of-Truth), YAML/JSON Canon, multilingual knowledge architecture (DE/EN), n8n-based scoring pipelines.The methodological rigor from this work — numerical validation, framework consistency, paper-level documentation — flows directly into client projects.
- Dicular RecordsArtist • Event ManagementJanuary 2022 - Today (4 years and 5 months)Germany▸ Active link between music scene practice and current AI engineering work — testbed for new tools (AI-VJ, DAW automation) under real show conditions.
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