AI 产品经理 / Product Engineer — Agent Harness、评测体系与多智能体工作流
厦门大学经济统计学本科（2028 届）。做过大模型工具链、Agent 自动化评测、Human-in-the-Loop 长流程产品和数据建模。当前可即时到岗，每周 5 天，可连续实习 6 个月及以上。
在线简历 · AgentHelpJob · 仓库地图 · 邮箱
| Project | What it proves | Stack / evidence |
|---|---|---|
| LeadPulse / HUOKE | 从公开信号采集、线索评分到人工确认的端到端获客流程 | Python · LLM · data orchestration · live |
| AgentHub | IM 式多 Agent 调度、结构化输出、代码执行、失败回滚与 HITL 接管 | FastAPI · WebSocket · Function Calling · Pydantic |
| KOC-Engine | 将内容 URL、视觉信号和文本转成可解释的增长诊断与行动方案 | React · TypeScript · FastAPI · vision/OCR |
| AgentHelpJob | JD 解析、简历匹配、方案生成与人工确认的长程求职 Agent | FastAPI · React · Playwright · source private |
| career-log | 自动采集工作记录、生成 Typst 简历、保存历史快照并部署 Pages | Python · Typst · GitHub Actions |
- ByteDance Data-AML · Volcano Ark — Agent evaluation & developer experience (2026.06–2026.09). Built an evaluation matrix covering 22 skills, 52 deep test scenarios and three Agent clients; designed environment, execution and semantic-assertion checks; worked on the
arkcli docsretrieval toolchain and automated release verification. - DeepWisdom / MetaGPT — Multi-Agent evaluation & product engineering (2026.03–2026.05). Compared single-model, majority-vote, weighted-vote and debate architectures on an 80-item calibration set and 220-item test set, including accuracy and token-cost trade-offs.
- BYDFi — AI application prototyping (2026.02–2026.03). Shipped LLM-driven monitoring and decision-support prototypes under short delivery cycles.
- Sublime China Information — Data algorithms (2026.01–2026.02). Built time-series price prediction workflows with LightGBM, Optuna and look-ahead leakage checks.
Python · SQL · FastAPI · React / Next.js · Playwright · Git · Linux · CI/CD · Claude Code · Codex CLI · OpenCode
This account preserves original products, experiments, public handoff snapshots and upstream forks. The profile highlights original work; forks are kept for contribution history and reproducibility. See the complete repository map for the full classification.
- Email: 13398580812@163.com
- Xiaohongshu:
ian(420404210) — AI Coding、Agent 架构与评测实践