---
title: "Prof. Hernan Huwyler, MBA CPA CAIO (@hernanhuwyler) | Hashnode"
description: "AI practitioner bridging predictive modeling (scikit-learn, PyTorch) with production deployment, AI governance, and risk management."
url: "https://hashnode.com/@hernanhuwyler"
---

@hernanhuwyler

# Prof. Hernan Huwyler, MBA CPA CAIO

@hernanhuwyler · Copenhagen, Denmark · Joined July 2026

AI practitioner bridging predictive modeling (scikit-learn, PyTorch) with production deployment, AI governance, and risk management.

### [The 10 Engineering Best Practices That Separate AI Systems That Ship From Models That Stall](https://aigovernance.hashnode.dev/the-10-engineering-best-practices-that-separate-ai-systems-that-ship-from-models-that-stall?utm_source=hashnode&utm_medium=feed)

Learn 10 practical MLOps and engineering practices to ship, monitor, and maintain resilient AI systems in production environments.

9 min read · [aigovernance.hashnode.dev](https://aigovernance.hashnode.dev/the-10-engineering-best-practices-that-separate-ai-systems-that-ship-from-models-that-stall?utm_source=hashnode&utm_medium=feed)

[Jul 23](https://hashnode.com/posts/the-10-engineering-best-practices-that-separate-ai-systems-that-ship-from-models-that-stall/6a61f58f26bb4b654007d51d)

### [Stop Forcing Your ML Project Into a Two-Week Sprint](https://aigovernance.hashnode.dev/stop-forcing-your-ml-project-into-a-two-week-sprint?utm_source=hashnode&utm_medium=feed)

ML isn’t deterministic. Replace 2‑week sprint theater with time‑boxed spikes, hybrid Scrum+Kanban, and MLOps gates that help models ship

15 min read · [aigovernance.hashnode.dev](https://aigovernance.hashnode.dev/stop-forcing-your-ml-project-into-a-two-week-sprint?utm_source=hashnode&utm_medium=feed)

[Jul 23](https://hashnode.com/posts/stop-forcing-your-ml-project-into-a-two-week-sprint/6a61ed10c4187218b9f67b67)