Ammar Mohanna

Packt Expert

Ammar Mohanna

Ammar Mohanna, PhD, is an AI and machine learning specialist based in Beirut. He focuses on practical LLM systems, MLOps, and applied generative AI, teaching and consulting on production AI and graph-based machine learning.

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Categories
Technology & Engineering, AI & LLM Engineering, AI Safety, Evaluation & Guardrails, Python

1 Course by Ammar Mohanna

Cover image for Practical LLM Evaluation for Production Systems

Practical LLM Evaluation for Production Systems

Measure, monitor, and improve AI system reliability across training and inference

Learn how to measure and improve the reliability of AI systems in real-world production environments. Explore practical evaluation frameworks and metrics for LLMs, multimodal models, agents, and specialized AI applications. Move beyond benchmarks to build robust, enterprise-ready evaluation workflows.

Packt | 2026 | 486 min