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TLE-11/README.md

TLE-11

AI Infrastructure · Inference Serving · GPU Scheduling

Communications engineering by training, large-model inference infrastructure by trade.

MSc @ BUPT · Class of 2028 Beijing, China


💼 Experience

  • Xiaohongshu (RED) · AI Infrastructure Intern · Sep 2026 – Present
    Capacity management · time-shifted scheduling · elastic scaling
  • Kuaishou · AI Infrastructure Intern · Mar 2026 – Sep 2026
    Inference scheduling · GPU resource efficiency · confidential inference
  • DiDi · Backend Intern · Sep 2025 – Feb 2026
    Benefits platform refactor · multi-agent test case generation

All involved internal systems, so I don't go into detail here.

🎯 Focus

  • Inference serving & resource efficiency — autoscaling, capacity normalization across heterogeneous accelerators, time-shifted scheduling with offline reclamation
  • Scheduling & load balancing — traffic distribution in distributed systems, graceful degradation, state consistency
  • Confidential computing — remote attestation and key management under TEEs, GPU confidential computing
  • Cloud native — Kubernetes, capacity management and autoscaling on hybrid cloud

🧰 Stack

📝 Writing

Notes and source walkthroughs on inference infrastructure.

Pinned Loading

  1. qpool qpool Public

    Quota pooling + cost-aware routing for AI coding agents

    Python 1

  2. nsfc-md2docx nsfc-md2docx Public

    写中文基金本子/学位论文用的 Markdown 转 Word:Word 原生公式、行间公式自动右编号、交叉引用 F9 联动、中文排版规范一次配好

    Python 3 1

  3. deploykf-config deploykf-config Public

    For personal study use only.

    Shell 1