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.
An architectural deep-dive into DeepSeek's evolution from DeepSeek-LLM to R1. Exploring Multi-Head Latent Attention (MLA), DeepSeekMoE, MTP, pure RL emergence, and comparisons with contemporary frontier models.
Read Post →A comprehensive developer guide to scaling LLM serving using vLLM and llm-d. Explore PagedAttention, continuous batching, disaggregated prefill/decode, and Kubernetes deployment scripts.
Read Post →A comprehensive developer guide to Moonshot AI's Kimi K3. Comparing K3, K2.7 Code, K2.6, and K2.5 across Preserved Thinking, reasoning effort, 1M context, API quickstart, organizational best practices, and prompt engineering.
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