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Software Engineer Data

Location:
San Mateo, CA
Posted:
February 18, 2020

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Resume:

Lisa Zhu

Tempe, AZ ***** adbuk9@r.postjobfree.com 650-***-**** Legally authorized to work in US

Available: March 2020 –

EDUCATION

• Arizona State University, Tempe, AZ, USA 2020.01-2021.05 Master of Computer Science

Selected Courses: Software Verification and Validation, Data Mining

• Xihua University, Chengdu, China

Bachelor of Information Science and Computing

Selected Courses: Data Structure, Graph Theory, Objected-Oriented Design, Computer Systems, Web Development, Database Management, Computer Networking

WORK EXPERIENCE

Software Engineer, DataCastle Ltd., Chengdu, China 2017.02-2019.06

• Transformed customers’ problems and raw datasets into data science competitions, holding 40 competitions

• Builded and explored benchmark model and evaluate metrics, executed with every submission, producing scores in near real time, validated and unit-tested metrics against well-known packages.

• Designing test plans for new features and covering a variety of different user cases

• Contributing to shippable features that will influence hundred thousands DataCastle customers PROJECT EXPERIENCE

Kids-Fun Playground Sharing Web Application

• Developed a full-stack kids playground sharing and reviewing web app to provide users playground recommendation

• Applied Bootstrap framework with HTML, CSS and jQuery to build front-end user-friendly website

• Employed Node.js, Express, and MongoDB to provide a solid back-end for registration, user login with authentication, create, comment, edit, update, delete with authorization and other user behaviors

• Built and debugged in Cloud9, inspected and tested with Chrome Developer Tools and deployed on Heroku Cryptocurrency News Web Application

• Developed a full-stack web application to monitor and search real-time cryptocurrencies prices

• Fetched real-time data of cryptocurrencies price by third party API using Django and Python

• Build the front end of crypto news website with layout and styling of HTML, CSS and Bootstrap Recipe Evolution Analysis

• Crawled 40K recipe data from online recipe website meishijie by Xpath, store data into MongoDB

• Standardised raw data and weighted feature vectors, investigated correlations between cuisines similarity in terms of geography and climate with numpy. visualised the map and correlations by Matlab and ggplot

• Builded a copy-and-mutate evolution model to simulate the evolution recipe culture

• Published one journal paper, which is covered by Wired Science and MIT technology review SKILLS

Languages: Python, Java, Matlab, R, JavaScript, C++ Web Application: Django, NPM, Node.js, jQuery, Express.js, React.js, MySQL, MongoDB, Bootstrap, HTML, CSS Tools: Google Cloud Platform, AWS, Git, Docker, Vim, Emacs, Pandas, Weka, JIRA PUBLICATIONS

• Y.-X.Zhu, Crossover phenomena in growth pattern of social contagions with restricted contact.Chaos, 2018,114: 408-414.

• T. Chen, Y. -X. Zhu, Z. Li, et al., Understanding Ethereum via Graph Analysis, INFOCOM, 2018

• Y. -X. Zhu, W. Wang, Y. -Y. Ahn. Social contagions on weighted networks. Phys. Rev. E, 2017, 96:012306.



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