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  • UIUC
  • 04:00 (UTC -12:00)

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Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

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Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

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kalebguo/README.md

Hi, I'm Kaleb 👋

I work on LLM serving systems. Before that, ~2.5 years building distributed backends at Arista and an internship on LinkedIn's compute capacity platform. MCS @ UIUC (Dec 2026).

Projects

  • Mini-SGLang: rewrite of sgl-project/mini-sglang: scheduling, radix KV cache, chunked prefill, overlap scheduling
  • Agentic RL for a coding agent: verl GRPO + vLLM rollouts on 8×A6000; LiveCodeBench v6 34.86% → 42.29%
  • HeteroMega (in progress): iGPU–NPU tensor parallelism on AMD Ryzen AI Max+ 395

Before: LinkedIn (Compute Broker) · Arista Networks (CloudVision Studio)

📫 kalebguo@gmail.com · LinkedIn

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  1. sgl-project/sglang-omni sgl-project/sglang-omni Public

    SGLang-Omni is a high-performance serving framework for audio models (TTS, ASR) and unified multimodal models.

    Python 1.6k 618

  2. clean-tcf clean-tcf Public

    Open-source TCF Canada practice app: listening, reading, speaking, writing. Answer evidence, per-option analysis, FSRS flashcards, works offline (PWA). No exam content included. 开源 TCF Canada 备考框架，…

    TypeScript 1