{"username":"hodor","header":{"name":"Zhijian Fan","tagline":"Data Analysis / Machine Learning / AI Workflow"},"personalInfo":{"email":"fanzj0523@bupt.edu.cn","phone":"+86 177 2351 9127","location":"北京 / 可实习"},"experience":[{"company":"香港大学 理学院","role":"深度学习失效预测项目研究成员","startDate":"2025","endDate":"至今","bullets":["基于衬底级缺陷数据，构建深度学习模型用于半导体 die 失效预测。","完成稀疏工业数据集的数据预处理、特征提取与模型优化。","提升模型在不同规格晶圆与制造条件下的泛化能力。","针对稀疏缺陷分布与制造数据分析问题，探索适用的模型架构。"],"tags":["Deep Learning","Data Analysis","Predictive Modeling","Semiconductor"]},{"company":"北京邮电大学 国际学院","role":"AI 驱动的学生分析与推荐平台开发者","startDate":"2025","endDate":"2026","bullets":["构建基于 Transformer 的分析框架，用于建模学生长期学习与职业发展轨迹。","设计并部署轻量级数据库、中继与认证服务，支持跨网络稳定协作。","使用 AI 辅助开发工作流与快速原型工具提升开发效率。"],"tags":["Transformer","Recommendation","Supabase","Rapid Prototyping"]},{"company":"剑桥大学","role":"大语言模型与生成式 AI 夏校学员","startDate":"2024","endDate":"2024","bullets":["在 Pietro Liò 教授指导下完成跨学科研究与课程学习。","研究自监督手部姿态估计及其在手语识别中的应用。","探索计算机视觉与生成式 AI 相关研究方向。","最终展示项目《Self-Supervised Hand Pose Estimation and Recognition》获得 Distinction 成绩。"],"tags":["Generative AI","Computer Vision","Self-Supervised Learning","Research"]},{"company":"全国大学生网络与信息技术大赛","role":"队长｜三等奖","startDate":"2024","endDate":"2024","bullets":["为 HarmonyOS 大模型应用设计快速指令交互工作流。","提出 AI 辅助移动端交互的新型设计思路。"],"tags":["Leadership","HarmonyOS","AI Interaction"]},{"company":"北京邮电大学学生会","role":"体育部部长","startDate":"2024","endDate":"2025","bullets":["组织并协调 10+ 大型校园活动，推动跨团队协作。"],"tags":["Leadership","Event Operations","Cross-functional Collaboration"]}],"education":[{"school":"北京邮电大学（BUPT）","major":"通信工程与管理（伦敦大学玛丽女王学院联合培养项目）","degree":"工学学士","startDate":"2023","endDate":"2027（预计毕业）"}],"projectsRecent":[{"title":"基于深度学习的衬底级失效预测项目","description":"面向半导体 die 失效预测，完成稀疏工业数据预处理、特征提取、模型优化与泛化能力提升。","url":"","tags":["Python","Deep Learning","Data Analysis"]},{"title":"AI 驱动的学生分析与推荐平台","description":"基于 Transformer 建模学生学习与职业发展轨迹，并部署数据库、中继与认证服务支持稳定协作。","url":"","tags":["Transformer","Supabase","Recommendation"]},{"title":"Self-Supervised Hand Pose Estimation and Recognition","description":"剑桥大学生成式 AI 夏校最终展示项目，研究自监督手部姿态估计及其在手语识别中的应用，获得 Distinction。","url":"","tags":["Computer Vision","Self-Supervised Learning","Generative AI"]}],"projectsDetailed":[{"title":"基于深度学习的衬底级失效预测项目","type":"Research Project","startDate":"2025","endDate":"至今","url":"","award":"","bullets":["基于衬底级缺陷数据，构建深度学习模型用于半导体 die 失效预测。","完成稀疏工业数据集的数据预处理、特征提取与模型优化。","提升模型在不同规格晶圆与制造条件下的泛化能力。","针对稀疏缺陷分布与制造数据分析问题，探索适用的模型架构。"],"tags":["Python","Pandas","Deep Learning","Predictive Modeling"]},{"title":"AI 驱动的学生分析与推荐平台","type":"Product / Data Platform","startDate":"2025","endDate":"2026","url":"","award":"","bullets":["构建基于 Transformer 的分析框架，用于建模学生长期学习与职业发展轨迹。","设计并部署轻量级数据库、中继与认证服务，支持跨网络稳定协作。","使用 AI 辅助开发工作流与快速原型工具提升开发效率。"],"tags":["Transformer","Recommendation System","Supabase","Next.js","AI Workflow"]},{"title":"Self-Supervised Hand Pose Estimation and Recognition","type":"Summer School Research","startDate":"2024","endDate":"2024","url":"","award":"Distinction","bullets":["在 Pietro Liò 教授指导下完成跨学科研究与课程学习。","研究自监督手部姿态估计及其在手语识别中的应用。","探索计算机视觉与生成式 AI 相关研究方向。"],"tags":["Computer Vision","Generative AI","Self-Supervised Learning"]},{"title":"HarmonyOS 大模型应用快速指令交互工作流","type":"Competition Project","startDate":"2024","endDate":"2024","url":"","award":"全国大学生网络与信息技术大赛三等奖","bullets":["作为队长，为 HarmonyOS 大模型应用设计快速指令交互工作流。","提出 AI 辅助移动端交互的新型设计思路。"],"tags":["HarmonyOS","AI Interaction","Product Thinking"]}],"skills":[{"name":"Programming","items":["Python","C"]},{"name":"Data & AI","items":["Pandas","NumPy","机器学习","深度学习","Transformer 模型"]},{"name":"AI Workflow Tools","items":["Claude","Codex","ChatGPT","LangChain","Dify","Coze"]},{"name":"Backend & Deployment","items":["Supabase","Next.js","API 集成","轻量级服务器部署"]},{"name":"Languages","items":["中文（母语）","英语（IELTS 6.0，CET-4 550）"]},{"name":"Coursework","items":["机器学习与数据分析","数据结构","数字信号处理","信号与系统","电路基础"]}],"contact":[{"label":"Email","url":"mailto:fanzj0523@bupt.edu.cn"},{"label":"Phone","url":"tel:+8617723519127"}],"meta":{"updatedAt":"2026-05-22T01:34:33.940Z"}}