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ShaneLiu04/README.md

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算法与工程实践爱好者
致力于将前沿算法研究转化为稳健高效的实用系统


精力分配决定层次。

我坚信认知与能力遵循复利逻辑,每一次学习、实践与反思,都在前一次的基础上叠加生长,时间是最诚实的杠杆。

我热衷于将复杂的现实挑战拆解为可执行的模块,用系统性推理厘清路径,以严格验证驱动闭环。

我以实用主义为基本原则,采用迭代进化的方式,既能坚定推进,也能灵活修正。

我专注于可控变量的持续投入,理解行动与结果之间存在延迟和干扰因素,因此更关注过程是否正确。

我承认系统本身的复杂性与内在规律,认为长期积累比单次结果更值得信赖。

我在社会实践中成长迭代,追求无终点的持续精进。


Systems Thinking · Compound Growth · First-Principles Reasoning · Closed-Loop Validation


Capability Signatures


github-snake


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  1. NeoAgent NeoAgent Public

    支持多 Agent 编排、流式透明与安全沙箱的 AI Agent 框架。

    Python 13

  2. Step-RL Step-RL Public

    基于强化学习的 LLM Agent 长链路决策优化系统

    Python 16

  3. Finance-DeepSeek Finance-DeepSeek Public

    基于 DeepSeek-R1-Distill-Qwen-1.5B 的金融领域推理增强问答系统

    Python 34

  4. HRF-MDVRP HRF-MDVRP Public

    Hyper-Relation Fusion for Solving Multi-depot Vehicle Routing Problems

    Python 19 2