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CChen19/README.md

Hi, I'm Chris Chen 👋

AI systems and backend engineer based in Seattle. I am interested in agent runtimes, LLM inference infrastructure, developer tools, and production-oriented backend systems.

I learn by building small, inspectable systems: explicit interfaces, bounded execution, reproducible benchmarks, and tests around failure modes.

Selected projects

Project Focus
agent-runtime-lab Minimal, testable ReAct-style runtime with typed model decisions, safe tools, timeouts, and JSONL traces.
inferops-agent Benchmark-driven vLLM inference tuning agent for repeatable performance experiments.
mini-swe-agent Source-reading and learning edition of a compact software-engineering agent.
rec-mlops Recommendation-serving MLOps pipeline and operational workflow.
cpp-url-shortener Production-style C++ short URL service and backend systems practice.
us-visa-scheduler Open-source appointment monitoring with alerts and guarded automation.

Currently learning

  • gemini-cli: coding-agent architecture and CLI source reading.
  • hmdp: Redis patterns and Spring Boot backend engineering.
  • micrograd: scalar autograd, computation graphs, and neural-network fundamentals.

你好,我是 Chris Chen

我是一名在 Seattle 的 AI 系统与后端工程师,关注 Agent Runtime、LLM 推理基础设施、开发者工具和生产级后端系统。

我的学习方式是构建小而清晰、可验证的系统:明确接口和边界,为执行设置超时,通过可复现 benchmark 衡量效果,并针对失败路径编写测试。

重点方向

  • Agent Runtime: 模型决策、工具调用、事件轨迹、超时与错误恢复。
  • AI Infrastructure: vLLM 推理性能、benchmark、MLOps 与模型服务。
  • Backend Systems: C++、Python、Redis、Spring Boot 和自动化工具。

上方的 Selected projects 是目前最适合快速了解我工程方向的项目。

Pinned Loading

  1. agent-runtime-lab agent-runtime-lab Public

    Minimal, testable ReAct-style agent runtime with safe tools and JSONL traces.

    Python

  2. inferops-agent inferops-agent Public

    Benchmark-driven vLLM inference tuning agent.

    Python

  3. mini-swe-agent mini-swe-agent Public

    mini-SWE-agent 学习版(含 Phase 0–6 笔记)

    Python

  4. rec-mlops rec-mlops Public

    MLOps pipeline for recommendation serving.

    Python

  5. cpp-url-shortener cpp-url-shortener Public

    Production-style C++ short URL service.

    C++

  6. us-visa-scheduler us-visa-scheduler Public

    Monitor U.S. visa appointment availability with email alerts and guarded auto-booking.

    Python 18 10