Prof. Hernan Huwyler MBA CPA Tools in risk management, cybersecurity, IT compliance, and controls in Python and R
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IE Business School
Frontend Developer
June 23, 2026 – Present
ai-compliance-rag
May 11, 2026 – Present
Agentic RAG for AI Compliance — EU AI Act Navigator
View ProjectAI-Governance-and-Quantitative-Risk-Portfolio
March 7, 2026 – Present
AI Governance and Quantitative Risk Portfolio: Frameworks, models, and tools for responsible AI, EU AI Act compliance, and quantitative risk management. Includes algorithmic auditing, Monte Carlo simulations, ISO 42001/NIST mappings, threat taxonomies, and GRC templates from 20+ years of executive experience.
View Projecthwyler
March 7, 2026 – Present
Quantitative Risk Assessment in R for AI governance and risk management. Monte Carlo framework to model AI system failures, algorithmic bias financial exposure, and model drift. Calculates Value at Risk (VaR) and loss distributions. Bridges data science and GRC for responsible AI.
View ProjectPythonSumming
January 28, 2025 – January 28, 2025
Python implementation of a risk model that uses Monte Carlo simulations to estimate potential losses in a project or business scenario. The model incorporates lognormal distributions for loss amounts and Poisson distributions for the frequency of risk events, providing a robust framework for quantifying and analyzing risk exposure.
View ProjectComplianceRisk
November 19, 2023 – Present
This course is tailored to meet the needs of professionals in the fields of compliance, legal counseling, data privacy, business consultancy, risk management, auditing, cybersecurity, and artificial intelligence.
View ProjectHernanHuwylerRiskManagement
October 14, 2023 – Present
HernanHuwylerRiskManagement — repository
View ProjectCultural Fit Analysis
The candidate's projects are heavily skewed towards AI Governance, Quantitative Risk, and Python-based risk modeling, which do not directly align with a Frontend Developer role. While demonstrating a strong analytical background, the project diversity does not show a breadth of experience relevant to typical frontend development ecosystems or collaborative team environments. The single listed experience as 'Frontend Developer' at IE Business School is current but lacks details.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's projects primarily focus on technical implementations without detailing collaborative aspects or problem-solving methodologies in a team context.