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import torch
model.cuda()
transformer.forward()
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AI Technical Expertise
Deep Learning
Focus on neural network architecture design, model optimization, and large-scale training, covering cutting-edge technologies such as CNN, RNN, and Transformer.
GPU Programming
Proficient in CUDA programming, GPU-accelerated computing, and distributed training, optimizing the training and inference performance of deep learning models.
Natural Language Processing
Specialized in NLP research and application development, including text analysis, language models, machine translation, and conversational systems.
Machine Learning Engineering
End-to-end ML system design, from data preprocessing to model deployment, building scalable AI solutions.