Business Consultant for Data Science, AI and Software Development

• Specialized in chatbots, LLM fine-tuning, RAG, and AI automation
• 20+ years of profound experience in software development and operation
• passion for technology and automation
• deep understanding of human behavior

• Agentic AI
• AI automatization
• AI development
• AI Engineer
• Automatisierungstechnik (allg.)
• Datenanalyse
• Mathematik
• Psychologie
• Softwareentwicklung (allg.)

I am a highly skilled and motivated IT professional with a strong background in software development, mathematics, and psychology. I bring over two decades of hands-on experience in various technical domains, complemented by a deep understanding of human behavior. Driven by a passion for technology and automation, I excel in optimizing teams and developing innovative solutions.

- Generative AI & Chatbot Development
Development of an enterprise ChatBot with knowledge management. Including exploration, ideation, promotion, funding, setup of development team, product management, and stakeholder management.
Global rollout and governance of central ChatBot systems with strict legal, security, GDPR, and works council compliance.
Implementation of traceable AI evaluation pipelines (e.g., schema- and wishlist-driven) with evidence linking to source documents and anonymous user feedback loops.

- Software Development:
Expertise in big data, high-performance databases, and client-server frameworks. Successful establishment of a Virtual-Reality-Laboratory and VR procedures.
Strong problem-solving and coding skills, with a focus on high throughput and real-time applications.
Design of resilient automation architectures combining Playwright browser automation, schema validation, and AI auto-healing for UI changes.
End-to-end workflow orchestration (n8n, Python APIs, relational DBs) with execution tracing and multi-format document extraction (PDF, Word, Excel to Markdown).

- Data Science:
Experienced data scientist with a focus on psychophysiological data and neurobiological studies.
Proficiency in high-dimensional data analysis using frequentist and Bayesian statistics.
Design and training of AI models for human posture classification.
Schema-defined AI information extraction using structured prompts, strict type validations, and multi-source data reconciliation.

- Innovation and Entrepreneurship:
Entrepreneurial mindset, demonstrated by self-employment and innovative projects like the audio box for visually impaired individuals and the fully automatic small greenhouse.
Ability to develop business plans and marketable products based on research.
Proven track record of building mission-critical financial automation (e.g., multi-million portfolio synchronization between trading platforms) with robust risk controls.
Cross-functional stakeholder management to align IT, Legal, Finance, Security, and Operations when scaling prototypes into enterprise solutions.

- Communication and Education:
Effective communicator with the ability to convey complex technical concepts.
Experience in conducting courses and supporting colleagues in software developmenr and data analysis.
Proven track record in team optimization, project management, and strategy development.
Leadership of international, distributed agile development teams (Backend, Fullstack, UX/UI) with a strong code-review and knowledge-sharing culture.

- Psychology and Human Behavior
Ph.D. in psychology with a specialization in fear behavior in virtual reality.Deep understanding of human psychology and behavior, enabling unique insights in software design and user experience.

- Technical Proficiency:
Programming Languages: Python, Java, Unity 3D, C#, C/C++, Matlab, R, SQL, Playwright
Tools: LLM, RAG, n8n, Azure, Jira, Confluence, Jenkins, Git, Docker, CI/CD, Tensorflow, MySQL, Oracle DB, PostgreSQL, REST APIs, IoT and Tizen expertise
Observability & DevOps: Telegram API integration, system metrics export, automated trace and screenshot logging, security & license scanning
Operating Systems: Linux, Windows