Governance and Quantitative Risk Frameworks
Abstract
Prof. Hernan Huwyler, MBA, CPA, CAIO AI GRC Director | AI Risk Manager | Quantitative Risk Lead Speaker, Corporate Trainer and Executive Advisor linkedin.com/in/hernanwyler Copenhagen Metropolitan Area, Denmark Zurich Geneve, Switzerland, Madrid, Spain, Berlin, Germany Executive Summary I am an AI risk manager and GRC executive empowering leaders to drive business objectives through AI governance, digital compliance, and responsible AI in multinational companies. With over two decades of global executive experience, I specialize in steering Fortune 500 organizations to achieve financial success and operational excellence. My expertise spans quantitative risk management, algorithmic auditing, responsible AI frameworks, digital compliance, and process audits across diverse industries, including technology, consultancy, energy, and engineering. I actively partner with global boards, event organizers, and multinational HR departments, offering freelance consulting, corporate training, and executive speaking engagements on the intersection of AI adoption and regulatory compliance. Armed with an MBA, CAIO and CPA, I possess deep knowledge of financial audits under US GAAP and IFRS. My technical capabilities include advanced AI model validation using Python, TensorFlow, PyTorch, Scikit-learn, and XGBoost, as well as ERP systems like SAP FiCo, SAP GRC, and SAP MM. Fluent in English and Spanish, I leverage cross-cultural expertise to build trust and align stakeholders in global enterprises, managing compliance, mitigating risks, and achieving operational excellence across regulatory jurisdictions. Core Competencies • AI Governance and Strategy: Responsible AI, Algorithmic Auditing, Digital Compliance, EU AI Act, NIST AI RMF, ISO 42001. • Quantitative Risk Management: Model Risk, Predictive Risk Models, AI Impact Assessments, Monte Carlo Simulations, Stress Testing. • Executive Management: Corporate Governance, Board Advisory, Freelance Consulting, Executive Training, Keynote Speaking. • AI and Machine Learning Stack: Python, R, TensorFlow, PyTorch, Scikit-learn, Keras, XGBoost. • Compliance and Auditing: ERP Management, SAP FiCo, SAP GRC, SOX 404, GDPR, FCPA, Data Privacy (ISO 27001/27701). • Enterprise Risk Management (ERM): Internal Controls, COSO Framework, Performance Audits, ESG Reporting.
Fields of Study & Subjects
Ethics and Social Impacts of AI
Information Technology Governance and Strategy
Impact of AI and Big Data on Business and Society
Publication details
- Publication date
- 1 January 2026
- Language
- EN
- Document type
- Preprint