Hanna Winkelmann
Product Owner | Risk & Data Analytics
Experience
Product Owner | Risk & Data Analytics
Freelancer
- Designed and implemented IT and operational resilience strategies aligned with DORA and GDPR, using GenAI tools for automated gap analysis and compliance mapping, achieving a 35% improvement in audit readiness by defining clear user stories in JIRA to drive regulatory feature delivery across engineering teams.
- Led a digital transformation initiative to optimize user experience in core systems, achieving a 45% increase in user satisfaction and a 35% boost in system efficiency. Directed cross-functional teams to build cloud-based data analytics products, integrating GenAI models such as NLP for regulatory text analysis and predictive risk scoring, enhancing risk assessment and reporting accuracy by 30% and reducing operational costs by 40%.
Program Leader Credit Decision Platform – Credit Risk
Volkswagen Financial Services
- Spearheaded product vision and execution for a Credit Decision Platform across 13 global markets, enhancing credit risk analytics and reducing operational costs by 45% through automation and advanced analytics.
- Led a cross-functional team to implement Agile methodologies, resulting in a 25% increase in project delivery efficiency and a 20% improvement in stakeholder satisfaction.
- Defined product roadmaps, prioritized backlogs, and coordinated cross-functional teams, resulting in a 25% improvement in project delivery efficiency.
- Engaged executive leadership with strategic reporting and data-driven recommendations, introducing risk frameworks to align with business goals and regulatory compliance.
Senior Risk Manager
Volkswagen Bank GmbH
- Developed and automated data analytics solutions for risk assessment and reporting, enhancing compliance by 35% and reducing operational costs by 40%.
- Acted as a Business Architect for the AdRisk application, ensuring alignment between business needs and IT delivery, improving project delivery efficiency by 25%.
- Led initiatives to integrate advanced risk modeling techniques into business operations, achieving a 25% increase in project delivery efficiency and enhancing stakeholder satisfaction.
Lead Strategy Test Analyst
Barclays
- Led test project for validated data and business rules for the New Customer Requirement Platform for credit issuing and lending, ensuring compliance and accuracy.
- Enhanced testing and QA methodologies, boosting analytics product quality by 30% and reliability by 25%.
- Introduced Agile practices, achieving a 25% faster project delivery rate and significantly improving stakeholder satisfaction.
SAS Project Manager
Volkswagen Financial Services
- Led projects in the field of risk management (application and behaviour scoring) using the SAS Credit Scoring (SAS-CS).
- Optimized ETL processes and performance, increasing automation in the scoring process.
- Integrated and steered external consultants by guiding project management tasks from planning to implementation to testing and go-live support, release-, milestone- and resource planning.
System Analyst
IAP GmbH
- Analyzed factory planning processes and demonstrated optimization potential.
- Developed a theoretical model for optimization of plant design based on the software Comm&Work.
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Banking and Finance (16 years), Information Technology (3 years), and Manufacturing (3 years).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Business Intelligence (19 years), Project Management (14 years), Finance (10 years), Product Development (8 years), Information Technology (3 years), and Quality Assurance (3 years).
Summary
I am a data-driven Product & Project Manager with a strong background in analytics, digital transformation, and AI-powered automation. With broad experience in banking, lending, risk, and compliance, I bridge business strategy with technology to deliver impactful, data-driven solutions. I have led cross-functional international teams and translated complex data into clear, actionable insights. I thrive in dynamic environments, solve complex problems with structure and clarity, and collaborate closely with stakeholders to drive strategic outcomes at scale.
Passionate about traveling, hiking, and yoga as ways to recharge and gain fresh perspectives. Curious by nature – I enjoy reading books on personal growth, psychology, and emerging trends in AI & Fintech. I also regularly attend startup and tech meetups to stay connected with innovation, and I love exploring new food cultures wherever I go.
Skills
- Advanced Analytics & Insights: Expertise In Descriptive, Predictive And Prescriptive Analytics; Proficient In Sql, Python And Sas; Translating Complex Data Into Actionable, Strategic Recommendations.
- Strategic Consulting & Problem Solving: Structured Thinker With Experience Across Industries; Skilled In Framing Business Problems, Designing Solutions, And Delivering Client Value Through Data.
- Data Storytelling & Visualization: Clear Communicator Of Insights; Advanced Powerpoint And Storytelling Skills; Hands-on With Tableau And Power Bi.
- Certified Project & Product Leadership: Certified Project Manager (Prince2), Scrum Product Owner, And Scrum Master; Experienced In Managing Cross-functional, Agile Teams And Leading Workstreams Across Global Projects.
- Stakeholder & Change Management: Trusted Collaborator With Internal And External Stakeholders; Strong Interpersonal Skills And Stakeholder Engagement In Complex Environments.
- Agile Work Ethic: Proactive, Results-oriented, And Resilient; Thrives In Dynamic, Deadline-driven, International Environments.
Languages
Education
Technische Universität Braunschweig
Master of Business Information and Management Systems · Business Information and Management Systems · Braunschweig, Germany
Nicolaus Copernicus-University in Torun
Bachelor of Economics · Economics · Toruń, Poland
Certifications & licenses
Certified Program Leader Credit Decision Platform – Credit Risk
Certified Scrum Product Owner®
Scrum Alliance
GIAC Python Coder (GPYC)
University Of Michigan
PRINCE2 Agile® Project Management Certification
SAS Certified Base Programmer For SAS 9
Scrum Master
Scrum Alliance
Profile
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