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Letter of self recommendation
—— 博学、审问、慎思、明辨 ——
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INFORMATION
26 years old
Guangzhou City
176000176000
me@huanzhucv.com
Name
huanzhucv
Master student seeking practice opportunities in data science sector
JOB PREFERENCES
全职
data analyst
广东广州
面议
随时到岗
EDUCATION
20xx.7-20xx.7
Huanzhu Resume University
Master of in Data Science
Strong understanding of R, SASS modeler, python Spark and Azure Machine Learning with experience generating insights across a full data life-cycle. Being particularly good at statistical Computing, the acquisition and manipulation of large and/or complex data sets and applying data mining techniques(base on R).
Strong Background of Data Mining(KDD process)/Big data, Machine learning, Multivariate analysis, General Linear Model, etc, which involves applied mathematics and analytic skills.
In the meanwhile, There are in-depth studies on data structure and algorithm like EM model sorting algorithm, tree algorithm, data stream algorithm.
Strong understanding and practice of the principles of big data management and modeling, querying and integrating big data in the distributed computing system.
20xx.9-20xx.7
Huanzhu Resume University
Bachelor of Software Engineering
  • The main areas of study are database management, The practice of programming languages(C, C++, VB, C#, python).
  • Study of computer mathematics and network architecture.
  • Have strong website development ability, good at developing website base on Java spring MVC framework, web front end coding skills(javascript).
Achievements:
During undergraduate study, I developed a website that is aChinese community management system in Java. It can be published as a website. Users can create their own accounts through the hierarchical management of user rights. The community managers can edit users' management information and users(residents) only can edit their basic information and so on.
REGISTRATION INFORMATION.
初考成绩
总分
总分成绩
WORK EXPERIENCE
20xx.4-20xx.1
Huanzhu Resume Work Experience Case
Data analyst
For the access and storage of data access, as well as the establishment of post statistical analysis database storage process, the development of scripts in the server. Related project completed:

1. Based on the construction of Clouder Manager on contos7 and the construction of HADOOP, HIVE, and SPARK on the Clouder Manager platform, debugging, maintenance.
2. The modification of the statistical analysis process and data cleaning process in the MySQL database, creating an independent statistical analysis process in subdatabase.
3. Developing some statistical analysis, python script and shell script, and operating Linux system to ensure automation of data processing.
4. The service docking of the third-party platform ensures the progress of data access through communication and negotiation between the two parties, and proofreads the data accessed by the other party, and communicates with the other party in time for different data problems and solves the data quality.
5.Data visualization skills of using powerBI to present data. Report writing and presentation ability.
INTERN ACTIVITIES
PROJECT EXPERIENCE
Huanzhu Resume Work Experience Case
data analytics
  • Sharing-bike data mining project
  • Data mining class project supervised by the class instructor.
  • Provided with bike-sharing data from UCI, this project aimed to investigate the relationship between sharing bike user numbers and climate factors.
  • The utilized data mining software included SPSS, Python, PySpark, Azure Machine Learning toolkit.
  • The main machine learning algorithm attempt includes Linear Regression, GLM, Gradient Boost Decision Tree.
  • Interestingness was found and analyzed. data visualization developed by powerBI.
  • Data wrangling skills. successfully analysis the relationship between sharing bike using number and weather factor and report the efforts.
  • https://github.com/fzha113/sharing-bike-data-mining
Huanzhu Resume Work Experience Case
2019.2 - 2019.7
  • Pixel Tracking System
  • University project in Master's degree co-supervisor by Vesta Company.
  • The value to Vesta’s customers is particularly beneficial to the actual product owners, suppliers and distributors at the back end of the supply chain as Vesta can pixel track the front end e-retailer product activity such as the volume of sales, customer profile, trends etc.
  • Vesta can use this pixel tracked data to give live visibility to the product owners, suppliers and distributors who are currently ‘blind’ as to what happens to their products once sold to retailers.
  • A data collection system was developed specifically to collect data information for Vesta.
  • Configuration of a server, DNS server and domain name.
  • Developing data collection backend server(Django), developing a beacon code(python).
  • Embedding into a digital product. developing a front-end data collection website. collecting and analyzing data collected from the pixel tracking system.
  • The pixel tracking system has been developed successfully and the proof of concept as presented, demonstrated and documented to the Vesta management team is excellent and of great value for the leadership and development team to consider for full development and implementation in the future upgrade and expansion of Vesta’s platform and services.
  • https://github.com/fzha113/pythonWebsitePixelTracking.git
CAMPUS ACTIVITIES
HONORS & AWARDS
SUMMARY
  • Analytical and detail-orientated, with the ability to comprehend and resolve complex issues
  • Proven to be a self-motivated team player with plenty of initiative and able to work independently when required。
SKILLS
篇幅不要太长，注意结合简历整体的美观度,我的技能特长应做到突出自身符合目标岗位要求的“卖点”，避免过多使用形容词，而应该通过数据及实例来对自身价值进行深化。
添加技能特长
HOBBY
篇幅不要太长，注意结合简历整体的美观度,我的技能特长应做到突出自身符合目标岗位要求的“卖点”，避免过多使用形容词，而应该通过数据及实例来对自身价值进行深化。
添加兴趣爱好
References References
Tim Harris
Vesta Central Business development manager
Email: tim@vesta.us
Sebastian Link
Dissertation supervisor
Professor at the University of Auckland

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