Assistant Data

Xinze Zhang

*************@*****.*** 415-***-**** San Francisco, CA

EDUCATION

M.S. Computer Science May 2019 - Present

San Francisco State University (San Francisco, CA) GPA 3.65

• Expected Graduation Date: Dec. 2021

• Courses: Analysis of Algorithms II, Introduction to Database System, Software Engineering, Advanced Operating Systems

B.S. Computer Science and Technology Sep. 2014 - June 2018 University of Electronic Science and Technology of China (Chengdu, China) GPA 3.15 EXPERIENCE

Research Assistant June 2020 - Present

San Francisco State University (San Francisco, CA)

• Did the research on differentially private empirical risk minimization and built classification model to add noisy to bank-data with differentially private Naïve Bayes Classification algorithm to improve data security 5%

Software Develop Intern June 2018 - Aug. 2019

KylinSoft Company (Beijing, China)

• Built micro-service which helps users to automatically divide files on office affairs system supporting 3000 users at the same time

• Collaborated with system design team to add NLP function on platform and discuss the influence of operating efficiency

• Developed the Language Processing system using one-hot model with Hanlp library to release word tokenizer, Named Entity Recognition and Document Classification Research Assistant Sep. 2017 - March 2018

University of Electronic Science and Technology of China (UESTC) (Chengdu, China)

• Worked with 3 team members to build an android application which can catch the digit letters, signs and mathematic problems using Markov random field models

• Built the picture classification function based on Xgboost model and integrated it into application Software Design and Develop Intern Jul. 2016 - Sep. 2016 Huadi Company (Chengdu, China)

• Working with a team of 6 developers to design and release the E-commerce shopping platform for small business, discussed users’ requirement with client and team members writing the software guideline documents

• Developed the E-commerce dashboard with html and implemented backend using structs 2.0 and MySQL SOFTWARE PROJECTS

SFSU Store App

• Integrated in an Agile Framework with a scrum team of 5 developers building cross-browser compatible web for users to sell used items and share items

• Designed user-friendly dashboard using bootstrap and EJS including the main function page and users’ personal page

• Utilized the Node.js to implement the backend which provided the selling, searching, shopping and communicating functions for users and stored data in MySQL

• Encapsulated application into a reusable module and deployed on AWS server, coding script to support auto starting in express

Ali Tianchi Big Data Competition, Precisely locate where the user is in the mall

• Took part in Big Data Competition, cooperated with 2 developers to design locating users model using Xgboost algorithm based on 5 features

• Divided and clarified competition data into testing dataset and training dataset, ranked top 40% TECHNICAL SKILLS

Computer Language: Java, C/C++, Python, JavaScript, HTML, Swift, Toolkits: Spring Boot, Express, React, MySQL, Maven, AWS, Unix, Github, Node.js

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