Hi! I’m Umar Jamil 👨🏽
I’m a machine learning engineer from Milan, Italy. I speak Italian, English, Urdu and Mandarin. My wife’s family calls me 小乌 (xiǎowū).
Videos
🔥 Flash Attention derived and coded from first principles with Triton (Python) 🌅 Coding a Multimodal (Vision) Language Model from scratch in PyTorch with full explanation 🪢 ML Interpretability: feature visualization, adversarial example, interp. for language models 🕸️ Kolmogorov-Arnold Networks: MLP vs KAN, Math, B-Splines, Universal Approximation Theorem 🎯 Direct Preference Optimization (DPO) explained: Bradley-Terry model, log probabilities, math derivations 📐 Reinforcement Learning from Human Feedback explained with math derivations and the PyTorch code...