Sean Yu
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Class of '27 · CS @ MUCOpen to Agent / LLM roles

Sean Yu

SEAN YU

Agent & LLM engineer, based in Beijing

Sean Yu portrait
SEAN YU
Open to Agent / LLM roles
“ I judge LLM applications on reproducible evals and end-to-end traces—not on gut feel. ”
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01.about
who I am

CS undergraduate at Minzu University of China (985). I build LLM-backed services with Python—FastAPI, Pydantic, and async patterns—plus MySQL and Redis. I care about prompt design, structured outputs, tool calling, and agent orchestration, and I’m comfortable shipping with Docker and GitHub Actions. Open source contributor; used to PRs, issues, and code review.

02.skills
Languages & backend
PythonFastAPIPydanticpytestasync I/OMySQLRedis
LLM & agents
OpenAI APIprompt engineeringtool callingstructured outputLangChainagent workflows
RAG & retrieval
embeddingsvector databaseshybrid retrievalrerankersRAGAS-style eval
Engineering
DockerGitHub Actionslogging & error handlingremote collaborationdeployment
03.projects
  • PythonUpdated Today

    shotgunCV

    A pipeline-first AI Resume Ops project for high-volume applications. It batches JD parsing, generates resume variants, scores and ranks them, and outputs application strategy so users can make better bulk job-search decisions.

    20
    GitHub
  • PythonUpdated Today

    Mergewarden

    An LLM-powered code review and debugging assistant for teams and local pipelines. It turns diffs and failure signals into graded review findings and verifiable debugging steps, with containerized deployment and CI integration.

    20
    GitHub
04.activity

155 contributions in the last 6 months

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05.education
Minzu University of China2023 — 2027

B.S. Computer Science and Technology

Coursework: data structures, operating systems, computer networks, computer organization, databases, software engineering, natural language processing. GPA 3.6.

06.languages

English

IELTS 7.0 · CET-6

Chinese

Native
07.contact
Phone+86 15061235115
Emailhuali6641@gmail.com
GitHubtakagibit18
Socials
GitHub

Eval first. Scale second.

Sean Yu
Sean Yu
Open to Agent / LLM roles
(UTC+8)
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