
Mahmoud Fahmy
Mahmoud Fahmy is the Lead AI Engineer at Mastercard, specializing in machine learning deployment and scalable solutions for seamless LLM integration into enterprise environments. With a strong focus on reliability and efficiency, he has authored several influential publications, including:
- Optimizing the Giants: Navigating Technical Challenges and Debt in LLM Deployment
- Deep Learning Pipelines with TensorFlow
His ongoing research explores the complexities of deploying LLMs on-premises, offering technical strategies and governance frameworks tailored for enterprise adoption. Additionally, he is actively researching Agentic AI, focusing on autonomous decision-making systems and their implications for enterprise AI applications.
As a recognized thought leader, Mahmoud bridges the gap between cutting-edge AI research and real-world engineering, helping organizations harness the transformative power of LLMs responsibly and effectively.
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11-Jun-2025Data Excellence StageLLMs in the Wild: A Practitioners Guide to Navigating the AI Deployment Maze