BOSCH ／ DATA ANALYTICS
分散数据与业务洞察Fragmented data and business insight
我在 Bosch 如何使用 Excel、Power BI 与 Dashboard，支持采购、物流和运营场景中的数据分析与业务指标追踪。How I used Excel, Power BI, and dashboards at Bosch to support data analysis and business metric tracking across procurement, logistics, and operations contexts.
02业务语境Business context
数据使用场景Data use context
采购、物流与运营数据来自不同流程和文件。只有统一数据结构、指标口径和展示方式，团队才能更直观地观察业务变化并理解指标含义。Procurement, logistics, and operations data can come from different workflows and files. A shared structure, metric definition, and display approach help teams observe change and understand what the indicators mean.
团队需要看到什么变化？指标会如何被理解？What change does the team need to see? How will the metric be understood?
03数据分析工作Data analysis work
数据分析与判断Data analysis and judgment
我将分散在不同文件和流程中的采购、物流与运营信息，整理成更容易追踪、解释和沟通的指标。I organized procurement, logistics, and operations information from different files and workflows into metrics that were easier to track, explain, and discuss.
Dashboard 的价值不是展示更多图表，而是帮助使用者更快发现变化、理解指标，并明确下一步需要关注的问题。A dashboard is not valuable because it shows more charts. It is valuable when it helps people find change, understand metrics, and clarify what to look at next.
04AI 辅助工作流AI-assisted workflow
AI 辅助整理AI-assisted organization
我将 AI 用于信息整理、分析思路拆解和流程辅助，但业务口径、数据准确性与最终判断仍需要人工验证。I used AI for information organization, analysis-idea breakdown, and workflow support. Business definitions, data accuracy, and final judgment still required human verification.
05AI 辅助原型开发AI-assisted prototyping
AI-ASSISTED PROTOTYPING
业务需求与原型Business needs and prototypes
在 Bosch 的实际业务环境中，我开始尝试使用 Codex 等 AI Coding 工具，将工作中观察到的数据获取、信息整理与业务判断需求，快速转化为可以运行和测试的产品原型。In Bosch's business context, I began using AI Coding tools such as Codex to turn needs I observed around data access, information organization, and business judgment into prototypes that could run and be tested.
INDEPENDENT PROJECT
从业务观察到独立产品实践From business observation to an independent product practice
对采购、供应链数据和业务信息获取方式的观察，促使我进一步探索如何通过 AI 辅助开发构建可验证的业务工具，并形成了 Semiconductor Price Tracker 独立项目。Observing procurement, supply-chain data, and how business information is accessed led me to explore how AI-assisted development could shape a testable business tool, which became the Semiconductor Price Tracker independent project.
源于实习期间对业务场景的观察Inspired by observing business contexts during the internship
Semiconductor Price Tracker 是 Independent Project，不是 Bosch 官方项目；不使用 Bosch 内部数据、文件、代码或截图。基于公开数据。Semiconductor Price Tracker is an Independent Project, not an official Bosch project. It does not use Bosch internal data, files, code, or screenshots. Based on public data.
查看项目详情View case study ↗06能力迁移Transferable skills
AI 产品与运营AI product and operations
DATA ANALYTICS → OPERATIONS
AI-ASSISTED PROTOTYPING → PRODUCT
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