Andrzej S.-Knowledge Management · AI-Enabled Content · Taxonomy · Quality Assurance
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Experience
Knowledge Manager & Author – AI, Knowledge Structures and Governance
Fak-Fakten, Tamiya Premium+® and own digital projects
- Building and maintaining extensive knowledge and publication structures with more than 140 published contributions.
- Developing Decision-Boundary, Admissibility and Runtime-Governance models for traceable human–AI decision-making processes.
- Creating reviews, Field Notes, Transfer Memoranda and versioned work-in-progress materials for long-term project continuity.
Founder and Operator
BISS IMBISS
- Responsibility for business operations, customer communication, digital public image, promotions and the clear communication of specific offers.
Education, health awareness and social projects
Independent educational and project work
- Developing clear information formats
- Project organisation
- Network building
- Sensitive written communication
Industry experience
See where this freelancer has spent most of their professional time.
Experienced in Education, Healthcare, Food and Beverage, and Information Technology.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Project Management, Customer Service, Marketing, Operations, and Information Technology.
Summary
Independent author, project developer and operator focused on structuring complex content for human and AI-supported work processes. I develop clear knowledge structures, separate facts, interpretation and open points, and ensure consistency across extensive document and project collections.
Skills
Structuring Heterogeneous Sources, Work-In-Progress Materials And Decisions Into Findable Knowledge Collections.
Developing Terminology Systems, Categories, Status Logic And Handover Structures For Complex Ai And Governance Topics.
Quality Checks For Contradictions, Missing Prerequisites, Version Drift And Inadmissible Conclusions.
Translating Technically Dense Content Into Accessible, Reusable Formats For Different Target Groups.
Written Collaboration With Clear Responsibilities, Documented Changes And Reliable Handovers.
Wordpress
Microsoft Word
Google Drive And Docs
Structured Documentation
Ai-Supported Research And Editing
Quality And Consistency Checks
Languages
Education
Zespół Szkół Gastronomicznych
Cook and Waiter · Gastronomy · Szczecin, Poland
Three-year vocational training as a cook and waiter at the vocational school of the Gastronomic School Complex in Szczecin, without a secondary school leaving certificate.
Statistics
Experience
Global experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Andrzej is based in Moormerland, Germany and can operate in on-site, hybrid, and remote work models.
Andrzej speaks the following languages: Polish (Native), German (Advanced), Russian (Intermediate), English (Elementary).
Andrzej has at least 25 years of experience. During this time, Andrzej has worked in at least 3 different roles and for 3 different companies. The average length of individual experience is 8 years and 3 months. Note that Andrzej may not have shared all experience and actually has more experience.
Based on recent experience, Andrzej would be well-suited for roles such as: Knowledge Manager & Author – AI, Knowledge Structures and Governance, Founder and Operator, Education, health awareness and social projects.
Andrzej's most recent position is Knowledge Manager & Author – AI, Knowledge Structures and Governance at Fak-Fakten, Tamiya Premium+® and own digital projects.
In recent years, Andrzej has worked for Fak-Fakten, Tamiya Premium+® and own digital projects and BISS IMBISS.
Andrzej is most experienced in industries like Education, Healthcare, and Food and Beverage. Andrzej also has some experience in Information Technology.
Andrzej is most experienced in business areas like Project Management, Customer Service, and Marketing. Andrzej also has some experience in Operations and Information Technology.
Andrzej has recently worked in industries like Food and Beverage and Information Technology.
Andrzej has recently worked in business areas like Customer Service, Marketing, and Operations.
Andrzej attended Zespół Szkół Gastronomicznych for Gastronomy.
Andrzej is immediately available full-time for suitable projects.
Daily rate distribution
The rates shown represent the typical market range for freelancers in this position based on recent contracts on our platform.
Average rates for similar positions
Rates are based on recent contracts and do not include FRATCH margin.
The average daily rate is the mean of all daily rates from recent contracts of comparable freelancers on our platform.
The median daily rate is the middle value of all daily rates — half of comparable freelancers charge less, half charge more. Unlike the average, it is barely affected by outliers.
Calculated based on our freelancers’ daily rates as of 6 Oct 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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