Gian Paolo Santopaolo

Hands-On ML Engineering Meets Strategic Vision—Bridging Code and Cloud to Drive Enterprise AI for Real-World Impact

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Stop Buying GPUs for the Wrong Spec: The Training vs Inference Resource Trap Feb 13, 2026

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Stop Buying GPUs for the Wrong Spec: The Training vs Inference Resource Trap
Planning Pattern for AI Agents: Strategic Reasoning Before Action
Building ReAct Agents with Microsoft Agent Framework: From Theory to Production
Securing AI Agents with Zero Trust and Sandboxing: The Production Reality Check
Predict Peak VRAM Before Downloading a Model (Weights + KV Cache + Quantization)

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Data Visualization MNIST fine-tuning trl asitop Batch Size cost function Epochs Hyperparameters Learning Rate

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Data Visualization MNIST fine-tuning trl asitop Batch Size cost function Epochs Hyperparameters Learning Rate

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