Mingzhe Du
(+61) 045-228-0224 / dumingzhex@gmail.com
67 Holmes St, Brunswick VIC 3056
Education
Master of Information Technology, University of Melbourne 2017.10 - Present
Specialisation: Distributed Computing
Subjects: Knowledge Technologies/ Software Processes and Management/ Cryptography
and Security/ Advanced Database Systems/ Declarative Programming/ Distributed Systems/
Web Search and Text Analysis/ Statistic Machine Learning
Estimated graduation date: 2019.12
Exchange Program, Nanyang Technological University 2019.07 - Present
Subjects: Foundation of Information Analytics/ Entrepreneurial & Marketing for New
Ventures / Entrepreneurial Accounting & Finance
With an exchange scholarship
Bachelor of Information Security, Central South University 2013.09 - 2017.06
GPA: 81/100
Excellent scholarships
Experience
Microsoft, XIAOICE 2018.11 - 2019.03
Internship at Microsoft XiaoIce team.
Created a scenario detector, which using BERT, Word2vec and neural network to
transform sentences to pictures (We interpreted sentences as high-dimensional
vectors, in order to calculate entity information by a specific feature mapping). This
feature has been published in the latest XiaoIce conference.
Developed a Timeline System which is able to detect words by using an AI model to
generate a timeline of words from source audio. This system currently supports
“XiaoIce storybook” syncing audio and subtitle timelines.
BiliBili, Cloud Technology Department 2017.06 - 2017.10
Internship at Cloud Technology Department
Responsible for developing the bili-root” service which manages the active
distribution of all-site CDNs by active prediction technology (Our team built a
recommendation system by accumulated log files, by which the resource hit rate of
our CDNs was better than the previous architecture. The system is still in use for
managing all mainland nodes of BiliBili).
Alibaba Group, Ant Finance 2016.07 - 2016.10
Internship at Financial core clearing team
Developed a core system which supports the current Alipay’s payment account
clearing flow (billions of transactions per day). As our bank partners do not accept
live clearing flow, this system needs to merge all orders in a 15-minute interval for
exchanging data with bank partners.
Tencent Group, Social Network Group 2016.03 - 2016.06
Internship at Backend Strategic Security Team
Developed an offline parallel message traffic monitoring system (Serving for WeChat
and other related products, system traffic load about 40k/s).
Responsible for the development of an URL processing platform, which can detect
and analyse the content of all URLs in traffic, in order to filter malicious information.
Abilities
Programming Languages:
Python: Proficient; 4 years of development experience, familiar with the structure
and common frameworks.
C#: Competent; with the knowledge of many language-level features and can use
them correctly.
PHP/JS/ HTML: Fluent; acquainted with development process and mode in these
languages.
Software Engineering:
Server-side Architecture: Years of server and proxy development experience, able
to build large-scale services.
Machine Learning: Practical, Familiar with many frameworks like TensorFlow and
Scikit-learn etc.
Databases: Familiar; years of database using experience. Understand the basic usage
of common databases.
Hardware Engineering:
Raspberry Pi: Experienced; Implemented various projects based on it. Familiar with
operations like GPIO, PWM, ADC and DAC.
Arduino: Familiar; Good command of many types of development boards, which
driven by Arduino, such as Arduino UNO, Link One, etc.
Micropython: Competent; Used to develop various DIY projects.
Awards
First Prize on the Catalyst 2019: TREKK (A Path Recommendation System based on
data aggregation and analysis)
First Prize on the Codebrew 2019: After Dark (Finding safe and fast routes for
pedestrian at night)
First Prize on The Mathematical Contest in Modelling (MCM, 2014): Study on the
wreckage position of Malaysia Airlines plane (MH370)
Second Prize on the 8th National Information Security Competition (2015): An
efficient express system based on hierarchical encryption.
Second Prize on the Second National Internet of Things Application Innovation
Competition (2015): Smart Dormitory Remote-Control System based on Raspberry Pi
Technology Pioneer Award on Cyberspace Security Talent Development and
Entrepreneurship Forum (2015).
First Prize on the National “TI” Cup Internet of Things Competition in Central China
and Southwest Region (2015).
First Prize on Central South University ACM School Competition (2013)
Hobbies and Other Information
Cycling: Years of Down-Hill experience from high school.
Clarinet, Ukulele: Just for entertaining.
Personal website: www.elfsong.cn
GitHub: www.github.com/elfsong
WeChat: spirit_song
杜明哲
(+61) 045-228-0224 / dumingzhex@gmail.com
67 Holmes St, Brunswick VIC 3056
教育经历
墨尔本大学,信息技术硕士 2017.10 至今
方向: 分布式计算
课程提纲:
知识分析
/
软件过程与管理
/
密码学与安
/
高级数据库
/
宣告式编程
/
分布
式系统
/
搜索与信息分析
/
统计机器学习
预计毕业时间: 2019.12
南洋理工大学,交换项目 2019.07 - 2019.09
课程提纲: 信息分析基础/
创新创业与新机遇
/
账务与经济基础
获得交流奖学金
中南大学,信息安全学士 2013.09 - 2017.06
GPA 成绩: 81/100
多次获得优秀奖学金
实习经历
微软中国, 小冰 2018.11 - 2019.03
研发工程师实习生
开发了一个基于 BERTword2vec 以及其他网络模型的场景识别器,用来将短文
本生成图片 (我们将文本映射为高纬度的向量,用来提取文本中所包含的信息)
开发了时间线生成与自动校正工具,用来生成音频的时间线。
哔哩哔哩, 云技术部 2017.06 - 2017.10
研发工程师实习生
负责开发了全站 CDN 主动分发系统的调度器 (使用推荐算法根据历史数据预测
可能的 CDN 节点分发位置,效果优于之前使用的模型)
阿里巴巴集团, 蚁金服 2016.07 - 2016.10
研发工程师实习生
开发金融核心清算流水系统,用来支持支付宝的账务清算流水。
由于合作银行不支持实时清算流水,我们会以将一段时间的流水合并,之后统
一发送给合作银行。
腾讯集团,社交网络事业部 2016.03 - 2016.06
研发工程师实习生
开发离线旁路流水监控系统 (支持 QQ/微信/QQ 空间等应用的公开消息分析)
负责开发 URL 分析与处理平台,使用爬虫获取分析消息流水中的 URL 页面信
息,以检测消息中的恶意消息。
活动与获奖
Catalyst 2019 Hackathon 第一名: TREKK(基于数据聚合的路径分析应用)
Codebrew 2019 Hackathon 第一名: After Dark (为夜间通勤者找的安全快速的步
行路线)
第八届全国信息安全大赛二等奖(2015): 基于分级加密的快递分发解决方案
第一届全国物联网创新大赛二等奖(2015): 树莓派智能宿舍控制系统
网络空间安全论坛技术先锋奖(2015)
德州仪器杯全国物联网大赛中南赛区第一名(2015)
美国数学建模比赛一等奖 (MCM, 2014): 关于马来西亚航空(MH370)失事地点的
研究
兴趣爱好与其他信息
城市骑行/长途骑行/单簧管/尤克里
个人站点: www.elfsong.cn
GitHub: www.github.com/elfsong
微信: spirit_song