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  • Northeastern University (China)
  • Shenyang,Liaoning,Mainland China

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linye157/README.md

Lian Shun

AI Agents · RAG · LLM Engineering

M.S. student in Artificial Intelligence at Northeastern University, China · Class of 2027
Interested in reliable agents, retrieval, tool use, and time-series intelligence.

Agents & Retrieval: ReAct · Function Calling · MCP · Skills · Qdrant
Models & Evaluation: PyTorch · Transformers · SFT / DPO · LoRA · LLM-as-Judge
Engineering: Python · FastAPI · Flask · Vue · Docker · Git · pytest

Open-source contributions

Open pull requests

  • Lark CLI #2875 — Preserve stored authentication tokens when refresh requests hit HTTP 429 rate limits.
  • Lark CLI #2874 — Prevent long ASCII email bodies from being corrupted by MIME line wrapping.
  • Crawl4AI #2480 — Preserve structured Markdown content through cache persistence.
  • Qwen-Agent #1021 — Align DeepPlanning validation messages with actual time thresholds.
  • Hermes Agent #146559 — Resolve Claude-on-Bedrock bearer-token and IAM credential conflicts.
  • Hermes Agent #74723 — Recover leaked textual tool-call markup through a bounded native-call retry.

Followed up upstream

All public contributions · Refer to linked PRs for current review status.

Explore my public projects in the pinned repositories below.

Pinned Loading

  1. NousResearch/hermes-agent NousResearch/hermes-agent Public

    The agent that grows with you

    Python 260k 57.2k

  2. QwenLM/Qwen-Agent QwenLM/Qwen-Agent Public

    Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.

    Python 17.2k 1.8k

  3. larksuite/cli larksuite/cli Public

    The official Lark/飞书 CLI tool, maintained by the larksuite team — built for humans and AI Agents. Covers core business domains including Messenger, Docs, Base, Sheets, Calendar, Mail, Tasks, Meetin…

    Go 17.9k 1.4k

  4. unclecode/crawl4ai unclecode/crawl4ai Public

    Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. Join our Discord https://discord.gg/Vuxz…

    Python 86.8k 9k

  5. PaperRAGonDeerFlow PaperRAGonDeerFlow Public

    离线研究论文问答与引用生成深度研究系统

    Python 15

  6. TimeMixerpp TimeMixerpp Public

    TimeMixer++ Agent

    Python 5 1