Daniel Fenge-Reliable, High-Performing, and Creative Education and Project Manager, AI Trainer/Evals Reviewer/Researcher, and Author.
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Experience
AI Researcher & LLM Evaluation – Conventional Paradigm Test (CPT)
Private
Conventional Paradigm Test (CPT) – AI Evaluation & LLM Research
Development of an experimental evaluation approach to examine “paradigmatic closure” in Large Language Models — that is, the question of how far LLMs can recognize the basic assumptions, values, and limits of the paradigms within which they generate answers.
Design and testing of an additional approach to classic AI benchmarks that does not primarily measure factual correctness or task performance, but instead examines a model’s ability to recognize alternative perspectives, make implicit assumptions visible, and reflect on the limits of its own answer or interpretation framework.
Focus areas: development of evaluation criteria and test questions · LLM evaluation and comparative model analysis · prompt and response analysis · qualitative classification of model answers · study of epistemic compression and value leakage · benchmark and literature research · development of structured assessment and analysis methods
As part of CPT, existing AI evaluation approaches and benchmarks were analyzed, and a minimalist test protocol was developed that classifies model answers by response patterns such as DIRECT, CLARIFY, PLURALIST, REFUSE, and META-AWARE. TruthfulQA was used as the basis for experimental application and comparison with existing reference answers.
Technologies & Methods: Large Language Models (LLMs) · Generative AI · Prompt Engineering · AI Evaluation · TruthfulQA · Benchmark Analysis · Human-in-the-Loop Evaluation · Qualitative Content Analysis · Research & Literature Review
Freelancer
Outlier, Alignerr, Pareto, Crowdgen, among others
Auctorial AI training, localization, evals reviews, and AI expertise (freelance projects for Outlier, Alignerr, Pareto, Crowdgen, among others):
- Machine Learning & AI Evaluation
- RLHF-based model evaluation and quality assessment / performance analysis and testing of AI systems
- Natural Language Processing
- Evaluation and testing of language models
- Red Teaming/adversarial prompts
- Multilingual text evaluation and quality control / contextual language processing assessment
- Specialized AI Evaluations
- Multimodal systems (text, image, audio)
- Corpus-based question-answering systems
- Document and spreadsheet processing
- Text-to-speech evaluation
- Technical methods: RLHF evaluation, assessment metrics, model screening, systematic AI quality control, user-centered paradigm testing
Management of film projects and documentaries
Folkwang University of the Arts
Education Manager and HPM
Akademie der Kulturen NRW
- Design and management / administrative coordination of ESF and other funded projects
- Management of educational programs and events
- Executive assistance, Quality management
- HR, website/social media, strategy, research, communication, client relations, and public relations
Author
Research assistant
University of Essen
Industry experience
See where this freelancer has spent most of their professional time.
Experienced in Education, Media and Entertainment, Arts and Crafts, and Information Technology.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Research and Development, Quality Assurance, Project Management, Customer Service, Human Resources, and Marketing.
Summary
I work at the intersection of education, project management, research, and AI. My background combines educational science, funded program coordination, cultural and film project management, and many years of writing as an author. I am used to handling strategy, research, communication, quality management, events, and day-to-day coordination in a reliable and structured way.
More recently, I have focused on freelance AI training, evals, and research work, including RLHF-based model evaluation, NLP, red teaming, multilingual text review, and testing of multimodal systems across text, image, and audio. I bring a careful eye for quality, strong language sensitivity, and a practical understanding of how to assess AI outputs in real contexts. [link]
Skills
Core Skills
Ai & Llm Evaluation: Ai Training & Evaluation · Llm Evaluation · Generative Ai Evaluation · Rlhf / Human Feedback Evaluation · Ai Quality Assurance · Nlp & Language Model Testing · Multimodal Ai Evaluation · Human-In-The-Loop Ai Validation
Prompting & Model Quality: Prompt Engineering · Prompt Evaluation & Optimization · Ai Response Quality Assessment · Model Benchmarking · Comparative Model Evaluation · Data & Corpus Quality Assessment · Localization Quality Assurance · Linguistic Quality Assurance
Research & Analysis: Research & Analysis · Qualitative Research · Mixed-Methods Research · Thematic Analysis · Content Analysis · Research Methodology · Information Synthesis · Fact-Checking · Source Validation
Project & Program Management: Project Management · Program Coordination · Project Planning · Project Administration · Stakeholder Management · Requirements Analysis · Process Coordination · Quality Management · Reporting · Monitoring & Evaluation
Funding & Education Projects: Grant / Funding Project Management · Public Funding Administration · Esf Project Management · Education Project Management · Adult Education · Learning & Development · Educational Program Management · Training Program Development
Learning & Training: Curriculum & Course Development · Training Coordination · Learning Content Development · Educational Research · Workshop & Seminar Coordination · Cultural & Educational Project Management
Communication & Content: Professional Writing · Editing & Proofreading · Content Development · Content Quality Assurance · Research Writing · Localization · German Localization · English–German Language Quality Assessment · Research Communication
Digital & Operations: Digital Project Management · Content Management · Wordpress · Mailchimp · Google Ads · Website Management · Social Media Management · Digital Communications · Online Research · Ai-Assisted Research · Ai-Assisted Workflows · Workflow Optimization
Administration & Coordination: Documentation Management · Business Administration · Executive Assistance · Event Management · Stakeholder Communication · Client Communication · Cross-Cultural Communication
Professional Strengths: Strategic Thinking · Analytical Thinking · Critical Thinking · Structured Problem Solving · Attention To Detail · Quality Orientation · Independent Research · Interdisciplinary Analysis · Process Improvement · Cross-Functional Collaboration · User-Centered Evaluation
Languages: German – Native · English – Business Fluent
- Software Skills: Vscode, Github, Opencode, Kilocode And Others, Wordpress, Mailchimp, Google Ads, Canva, Adobe Premiere, Google Docs,
- Specializations: Ai Evaluations, Hermeneutical Llm Review, Basic Design And Video Documentation, Mindful Communication, And Coaching
Languages
Education
University of Duisburg-Essen
Diploma in Educational Science, focus on Adult Education, Cultural Work, and Sociology · Educational Science · Essen, Germany
Statistics
Experience
Global experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Daniel is based in Bochum, Germany.
Daniel speaks the following languages: German (Native), English (Advanced).
Daniel has at least 22 years of experience. During this time, Daniel has worked in at least 6 different roles and for 5 different companies. The average length of individual experience is 4 years and 7 months. Note that Daniel may not have shared all experience and actually has more experience.
Based on recent experience, Daniel would be well-suited for roles such as: AI Researcher & LLM Evaluation – Conventional Paradigm Test (CPT), Freelancer, Management of film projects and documentaries.
Daniel's most recent position is AI Researcher & LLM Evaluation – Conventional Paradigm Test (CPT) at Private.
In recent years, Daniel has worked for Private, Outlier, Alignerr, Pareto, Crowdgen, among others, and Akademie der Kulturen NRW.
Daniel is most experienced in industries like Education, Media and Entertainment, and Arts and Crafts. Daniel also has some experience in Information Technology.
Daniel is most experienced in business areas like Research and Development, Quality Assurance, and Project Management. Daniel also has some experience in Customer Service, Human Resources, and Marketing.
Daniel has recently worked in industries like Media and Entertainment, Education, and Information Technology.
Daniel has recently worked in business areas like Research and Development, Quality Assurance, and Customer Service.
Daniel holds a Master in Educational Science from University of Duisburg-Essen.
Daniel is immediately available for suitable projects.
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Calculated based on our freelancers’ daily rates as of 28 Aug 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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