Agnieszka (Dr.) Krzeminska-AI Ethics & Governance Consultant
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Experience
AI Ethics & Governance Consultant
Freelance
- AI Governance Expertise: Development of ethical AI standards and governance frameworks for organizations
- Responsible AI Expertise: Applying ethical impact and what-if analyses in Design Thinking workshops, bias auditing tools (IBM AIF360, Microsoft Fairlearn, Google’s What-If Tool), fairness metrics and risk management (e.g., via MIT risk repository)
- Regulations (EU, DE): Expertise on the EU AI Act, GDPR, ISO 42001, ISO 23894 and ethical standards
Head of Business Development "Digital Business"
Fraunhofer IESE
- Public Sector Innovation: Developed an AI-based smart city strategy generator (presented at SCCON 2024) and conceptualized digital ecosystems
- Policy Work & Consulting: Active contributor to the strategy circle of the Fraunhofer IuK network, XR strategies 2035, register modernization and digital resilience for federal agencies
- Interdisciplinary Project Management: Designing cross-department digitalization projects and creating concept papers for tenders
- Stakeholder Management: Translating complex technology trends for political decision makers
- Science Communication: Developed webinar and podcast series on technology innovation
Scientific Author
EURO-FH
- Developed course modules on "Technology Services" and digital transformation
Lecturer
University of Lüneburg & HAW Hamburg
- BA Digital Media: Self-tracking, user experience, digital cultures
Managing Director
Social Media Driver's License
- Digital Change Consulting: Analysis and redesign of business processes for social media interaction, designing and advising on digital change strategies
- Digital Change Trainings: Over 40 employee workshops on digital transformation, including at M. DuMont Schauberg Group (5 locations)
- Team Leadership: Built and led a team of five freelancers
Knowledge Management
ID-Media AG
- Team leadership (7 employees), budget €750K
ICT Organizer
Siemens AG
- Intranet structures, budget €400K, community initiation
Strategic Planning
SinnerSchrader AG
- Implementation of user-centered frameworks
Industry Experience
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Experienced in Professional Services, Media and Entertainment, Manufacturing, Advertising, Education, and Information Technology.
Business Area Experience
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Experienced in Strategy, Business Intelligence, Information Technology, Marketing, Research and Development, and Project Management.
Summary
AI ethics & governance expert with 25+ years of experience in strategic digitization and transformation processes in industry, the digital economy and the public sector. Unique combination of academic depth (Ph.D., magna cum laude), Fraunhofer expertise in public sector innovation and digital ecosystems, and strong hands-on implementation skills in agile organizational structures with extensive change management experience. Specialized in developing digitization roadmaps, responsible AI implementation and governance frameworks, ensuring compliance with the EU AI Act and GDPR, as well as conducting audits and risk analyses.
Skills
- Ai Governance & Ethics
- Strategic Transformation
- Eu Ai Act
- Bias Management
- Responsible Foresight
- Change Management (Adkar)
- Ai Frameworks
- Ai Manager (Cert.)
- Prompt Scenario Development
- Roadmapping
- Audits
- Engineer (Cert.)
- Public Sector Innovation
- Agile & Business Process
- Stakeholder Management
- Optimization
- Science Communication
- Smart City Scrum (Cert.)
- Design Thinking
- Strategies For Interdisciplinary Teams
- Crisp-Dm
- Bpmn
- Programming
- Basic Legal Knowledge
- Pearl
- Python
- Tensorflow (Basic Knowledge & Understanding)
- Eu Ai Act Compliance
- Relevant Eu Regulations
- Gdpr
- Ozg
- Regmo
- Fim
Languages
Education
Leuphana University Lüneburg
Ph.D., magna cum laude · Cultural Studies · Lüneburg, Germany
University of Regensburg
Diploma in Business Administration (Univ.) · Regensburg, Germany
Certifications & licenses
Responsible AI: Managing Bias, Ethics & Accountability
IBM
AI Manager
AITI / DFKI
Prompt Engineer
Vanderbilt University
Business Manager
Fraunhofer
Professional Scrum Master
Scrum.org
Statistics
Experience
Global Experience
Expertise
Qualifications
Profile
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