Full Time SDE at Amazon
Graudate Student at USC
Hi, I am Lingzhe Teng.
I am a graduate student at the University of Southern California, specializing in Informatics. I am currently working for Amazon.
During the past course of study at USC, I have been taught the basic knowledges in Machine Learning and Data Mining, and trained to implement my own algorithms to analyze datasets. Besides, I have experience with the implementation of tricky part in Unix Kernel Design, and created a mobile app to faciliate the course registration process for USC.
Before that, I got my bachelor degree in Computer Science. I am also a meritorious winner in National Blue Bridge Cup Contest (1st prize out of around 500 teams).
Big Data Analysis
Traditional Chinese Painting
Chinese Brush Writing
Hi, I am Lingzhe Teng, and welcome to my personal website. I am currently working for Amazon to devery awesome product to make our life better, :)
I have one internship experience to work as software engineer at Fujian Fujitsu, and two research experiences at my hometown. During my internship at Fujian Fujitsu, my duty is to develop mobile app, optimize database, and maintain the server for mobile device. This is mobile project for CRM product, which provides service for China Telecom company in different region of China. To improve the response performance of transregional communication, I implemented a intermediate layer with distributed caching and eventually consistency, by which reduced average response time by around 60%. My research experience at my university is to implement GEP algorithm and its improvements, and develop an application framework to run and analysis GEP algorithm in parallel. The purpose of this research is to build a Eclipse RCP-based application for GEP beginners to automatically generate GEP algorithm samples with different parameters and execute GEP instances with visual performance analysis, and to provide enough evidences for the study of multi-objective optimization. Thanks to Prof. Young Ni, a PhD of Software Engineering, the whole process of this research project is strictly following the rule of agile methodology and Domain-Driven design (DDD), by which facilitate the process of development. Prof. Zhongjian Teng is a professor of USC, and I have opportunity to work for his startup project as research assistant. This is a ERP-like framework project for business customers to automatically generate customized ERP application without any coding. My responsibility is to conduct research on famous ERP products like WebERP and Kingdee ERP, and summarize the general pattern of their databases by PowerDesigner. Besides, I also implemented machine learning algorithms, such as apriori and k-means, for this project. After my internship at Fujian Fujitsu, I had to go back to my university to struggle for my graduation project and thesis under Prof. Shengzhen Cai who is one of famous scholar in embedded system area, and my graduation project and thesis were rated as great among 212 students of my colliege.
I am a boy insists in creating a better life with science and technology, and pursuing innovation for fun. I build a online forum for my schoolmates when I was in high school, and I known how to repair software problems for my friends. I like Japanese Anime and US TV series, not just for killing time, but for learning cultures of different countries. Just for fun, I established the anime association at Lianjiang No.1 High School, and organized a cosplay show for our New Year’s party. During my college life, I joined Liandian association, a non-profit program for student to learn how to repair software and hardware problems of computers and help other schoolmates in practice. For my free time, I prefer enjoying soft music, running around lake or playing basketball with my friends, :)
I am look forward to receive your message, fight on, :)
Work for Big Data Technology Team.
Developed DIG-OpenIE to integrate Open IE and Elastic Search to extract Subjects, Objects and Predicates from original text for information identification.
Designed (WEDC), a Word embedding for document classification utility, to uses label propagation classifier for human trafficking info identification with accuracy at around 90% and 10% training data.
Implemented a phone number extractor for the workflow of DIG project with spark workflow to process millions of data within 25 minutes.
Worked on CRM team in mobile group to develop mobile apps for ffcs-crm.
Maintained websites in Java SSH, Maven and Ant.
Designed XMLSpy model and RESTful API
Reduced average response time by 60% by implementing the intermediate layer and distributed caching among servers.
Developed hybrid views by Cordova for iOS and Android.
Worked with Prof. Xin Du and Prof. Youcong Ni to create AF4GEP, a GPU-based tool that runs and analyses GEP algorithm in parallel.
Publication: An improved GEP-Cluster algorithm, International Conference on Machine Learning and Data Mining, MLDM2013
Work for Prof. Zhongjian Teng to construct a ERP-like framework that
applied big data technologies for strategic decision making.
Designed models based on PowerDesigner and WebERP.
Implemented data mining algorithms in Matlab.
MS in Informatics
Exp. Dec 2016 | Los Angeles, CA
Viterbi School of Engineering
BS in Computer Science
Grad. May 2014 | Fuzhou, FJ
Top 5 out of arount 50 teams
Recipient of Scholarship for 4 years
Ranked 1st out of 212 students (Junior and Senior Year)
Ranked 12 out of 212 students (Four years)
Awarded 1st Prize in Entrepreneurial Team Competition
Awarded 1st prize out of 30 teams
Outstanding Graduation Thesis
Advanced Individual of Extracurricular Technological Activities
Advanced Individual of Learning
Excellent Student Cadre
Repaired computers free of charge
Organized Hardware Master Knowledge Conpetition
Worked as volunteer for student activities
Provided consultancy services for proverty-stricken students
Organized technological activities
Established anime association
Organized cosplay show for New Year's Party
Builted student union online forum