AI LEADER • VISUAL DESIGN ENTHUSIAST
A software engineer with a balanced left and right brain, specializing in pipeline development, DevOps, graphics tools, and site reliability.
A developer-friendly guide to Mixture-of-Experts (MoE) architectures. Exploring the specialist clinic analogy, total vs active parameters, Top-K gating networks, expert collapse traps, and how Kimi K3 scales to 896 micro-experts.
Read Post →A comprehensive developer guide to hosting Moonshot AI's Kimi K3 open weights on vLLM. Exploring MXFP4 MoE serving, KDA hybrid prefix caching, DSpark speculative decoding (370 tok/s), and NVIDIA/AMD multi-GPU cluster recipes.
Read Post →A technical deep-dive into Physical AI models. Exploring spatial understanding, 3D geometry priors, physics simulation engines, embodied VLA control loops, and robotics integration.
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