. . . Hou Wei(Joe) Chou
Purde CS MS student
Indiana, United States
chou75@purdue.edu
7657018785
Skills
Python
Java
C
C++
C#
Objective-C
JavaScript
Work Experience
Applied Scientist intern, Amazon, Seattle
May 2019 - August 2019
Developing keywords detection using NLP and Machine Learning with 83% precision.
Developing AWS service(confidential) by building a graph model and applying Machine Learning and Data Mining to recommend best configurations to users
Research Assistant, Information Science, Academia Sinica, Taiwan
lab website
June 2017 - June 2018
Collaborated with a famous advertisement company in Taiwan to create a cross-language, deep learning recommendation system using NLP and Neural Network (CNN and RNN) with Pytorch and Theano
Research Result:
Developing and Deploying a Deep Web Article Recommendation Model for Systems Power by Apache Solr
Learning the Latent Common Ground of Adjacent Clicks and Views for Article Recommendation
Software Engineer Intern, Microsoft, Taiwan
Mar 2012 - Dec 2014
Developed large scale real deployed website with object-oriented development
Developed company’s backend website and web service (API) for internal announcement publication and producing internal eDocuments on with Microsoft database and ASP.net MVC
Projects
Improving Combining Word-Level and Character-Level Representations for Relation Classification of Informal Text with BERT
10.2019
Implemented and Improved the ACL paper (https://www.aclweb.org/anthology/W17-2606/) with Pytorch, https://www.youtube.com/watch?v=1WteuA9Fr3k&t=2s
Image classification
10. 2018
Compared multiple machine learning methods performance on classifying the images with python from scratch
Web Sever
01.2019
Implemented a WebServer to accept and parse the HTTP request, get the requested file, create an HTTP response message with Socket programming by Python
Enhance work efficiency
10.2018
Created google chrome extension to forbid any websites you want to let you focus on your work
Thai food E-commerce
03.2015
Collaborated e-commerce website with a famous local restaurant