About
关于 About
我是耿泽浩。北京大学电子与通信工程硕士，工程师，中级经济师。曾在美团、滴滴、SUTD-MIT IDC 等机构从事算法研发，2021 年定向选调至中共保定市委组织部，2023 年 12 月入职中信国安实业集团有限公司。
站点名 GumpAI，用来承载个人项目、笔记与实践记录。这里也保留着早期爬虫、数据与工程实践的笔记。
Stay hungry, Stay foolish.
I'm Zehao Geng, M.Eng. in Electronics & Communication Engineering from Peking University—engineer and intermediate economist. I've worked on algorithms at Meituan, DiDi, and SUTD-MIT IDC; joined the Organization Department of Baoding Municipal Party Committee as a selected graduate in 2021; and have been at CITIC Guoan Industrial Group since Dec 2023.
This site is called GumpAI—a home for personal projects, notes, and practice write-ups. Early notes on crawlers, data, and engineering still live here.
Stay hungry, Stay foolish.
Path
成长路径 Growth Path
个人的工作经历、教育经历与资格证书等情况。 Personal work experience, education, and certifications.
工作经历 Experience
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2023.12 — 至今 2023.12 — Present
中信国安实业集团有限公司 CITIC Guoan Industrial Group Co., Ltd.
综合管理 General Management
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2021.07 — 2023.12
中共保定市委组织部 Organization Department, CPC Baoding Municipal Committee
其间：挂职基层驻村干部、村书记助理 Including village secondment as assistant to the village party secretary
基层组织科副科长（定向选调生） Deputy Section Chief, Grassroots Organization (Selected Graduate)
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2021.01 — 2021.02
美团 · 快驴进货事业部 Meituan · Kuailü Supply Chain
算法实习生 Algorithm Intern
- 负责快驴进货 APP 首页精选模块算法设计，构建用户画像和物品画像，优化召回和排序算法，实现线上 CTR 和 CVR 分别提升 8% 和 5%。
- Designed ranking for the Kuailü app home “featured” module; built user/item profiles and improved recall/ranking, lifting online CTR and CVR by 8% and 5%.
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2019.10 — 2020.08
新加坡科技设计大学 - MIT 国际设计中心 SUTD–MIT International Design Centre
算法研究员 Algorithm Researcher
- 负责设计电路板焊点缺陷检测系统：YOLOv3 焊点 ROI 矫正，构建双流 CNN 模型，召回率 ≥95%，精准率 85%。
- Built a PCB solder-joint defect system: YOLOv3 ROI correction and a two-stream CNN, reaching ≥95% recall and 85% precision.
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2019.02 — 2019.04
滴滴出行 · 小桔车服 DiDi · Xiaoju Auto Services
算法实习生 Algorithm Intern
- 负责构建滴滴共享汽车需求预测模型，构造 5 大类特征，多模型训练调优，MAPE 降低 25%。
- Built a shared-car demand forecast model with five feature families and multi-model tuning, cutting MAPE by 25%.
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2018.04 — 2018.09
纳网科技 Nawang Technology
软件开发实习生 Software Engineering Intern
- 设计一套基于 YOLO 破解含语序问题的点击验证码算法，正确率 91%，GitHub 获赞近 200。
- Designed a YOLO-based solver for sequence click captchas (~91% accuracy); the GitHub repo reached ~200 stars.
教育经历 Education
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2018.09 — 2021.06
北京大学 Peking University
其间：新加坡 SUTD 交流学习一年 Including one year of exchange study at SUTD, Singapore
电子与通信工程 · 硕士 Electronics & Communication Engineering · M.Eng.
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2013.09 — 2017.06
武汉理工大学 Wuhan University of Technology
通信工程 · 本科 Communication Engineering · B.Eng.