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kaixiwu's Projects

capstone icon capstone

WQU capstone project - short term currency trading strategy utilizing machine learning

learning_to_beat_the_random_walk icon learning_to_beat_the_random_walk

In this project, I explore various machine learning techniques including Principal Component Analysis (PCA), Support Vector Machines (SVM), Artificial Neural Networks (ANN), and Sentiment Analysis in an effort to predict the directional changes in exchange rates for a list of developed and developing countries.

notebooks icon notebooks

Analysis on systematic trading strategies (e.g., trend-following, carry and mean-reversion). The result is regularly updated.

pytrendfollow icon pytrendfollow

PyTrendFollow - systematic futures trading using trend following

worldelite icon worldelite

World Elite is an online talent services platform that provides job seekers and recruiters with up-to-date recruitment information, aiming to facilitate the process of e-recruitment. The client-side operates three websites to serve job-seekers (ie. myworldelite.com), recruiters (ie. company.myworldelite.com), and administrators who supervise the operation of the previous two websites (ie. admin.myworldelite.com) respectively. The server-side runs five servers: job-server, instant messenger-server, mock-server, msg-server, and pay-server.

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