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Xinle Xu

Junior Product Manager specializing in GenAI and global e-commerce

RemoteAIGC Product Manager Intern6 years experienceJuniorE-commerceRetailTechnology
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About

字节跳动实习期间将内部AI重量预测模型从“可用但难上线”的单点能力,改造成可商业化复用的通用API:统一多地区接口与评估口径,设计分层兜底与置信度分级,先灰度上线SEA/JP并推动US/EU落地,结合线上结果进行模型微调。具备LLM/RAG/Agent系统的实战排障方法论,以及面向开发者与售前场景的技术演示与跨团队推进能力。

Experience

AIGC Product Manager InternByteDance
Co-Founder & OperatorIndependent

Education

Northeastern Universitymaster, Computer and Information Science (2026)
University of California, Davisbachelor, Computer Science & Managerial Economics (2024)

Key Strengths

  • 将既有模型能力产品化为可复用的通用API并实现商业化集成
  • 以系统可靠性为核心的分层兜底与置信度机制设计(保证始终返回结果)
  • 跨区域(SEA/JP→US/EU)灰度上线与规模化推广落地经验
  • 跨团队统一评估口径与接口标准,化解业务对结果预期分歧
  • LLM/RAG/Agent工作流的结构化诊断方法(复现-分层排查-止血优化)
  • 面向开发者的技术演示能力:强调架构取舍、关键参数与可复现性
  • 售前协作:将技术指标翻译为业务价值并降低客户决策不确定性

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Languages

English

Skills

A/B TestingAPI DesignASRBPO OperationsCC++Churn AnalysisCohort AnalysisConfidence ScoringContent GenerationCross-border E-commerceCustomer SupportDaily ReportingDirect-to-Consumer (DTC)Doc2Vec