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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AI Detection 1

AI Image Detection: More Robust Than You Think Dec 15, 2025

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Predict Peak VRAM Before Downloading a Model (Weights + KV Cache + Quantization)
PyTorch Training Loop: A Production-Ready Template for AI Engineers
Why GPUs Love Tensors: Understanding Tensor Cores and AI Acceleration
Tensor Parallelism in Transformers: A Hands-On Guide for Multi-GPU Inference
Choosing the Right Loss Function for your ML Problem

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