I'm Cheng Fei, a Machine Learning Engineer at AWS Annarpurna Labs, with expertise in Large Language Models (LLM), Deep Neural Networks (DNN), and High Performance Computing (HPC).
- Applied Scientist
- Machine Learning Engineer
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🏭 Transformer -- a decoder-only character-level transformer for text generation
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🏙 CNN Classifier -- a CNN-driven architecture style classifier
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🔥 PyTorch Programming -- a collection of DNN implementations in PyTorch
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🎯 CUDA Programming -- a collection of CUDA kernel optimizations for GPU
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🔱 Triton Programming -- a collection of Triton server optimizations for GPU
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🔀 Parallel C++ Programming -- a collection of parallel computing optimizations in C++
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🌐 DNN Model Explained -- a detailed explanation of SOTA DNN models
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📜 DNN Paper Explained -- a detailed explanation of SOTA DNN papers
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🚀 LLM Optimization Explained -- a detailed explanation of SOTA LLM optimization techniques
