I'm Jacky Chan. I am a former mechanical engineer and now work as a freelance data scientist. I am currently working on some projects related to algo-trading and AI trading. I believe that our living qualities can be improved with data analysis and appropriate use of machine learning.
Popular repositories Loading
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Portfolio-Optimization-on-Markowitz-Model-using-Hill-climbing-and-AMPO
Portfolio-Optimization-on-Markowitz-Model-using-Hill-climbing-and-AMPO PublicPython 2
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Capital-Asset-Pricing-Model-and-Efficient-Frontier
Capital-Asset-Pricing-Model-and-Efficient-Frontier PublicCreate an automatic asset allocation generator for optimizing a portfolio’s return relative to risk.
Jupyter Notebook
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Item-Classifications-by-Perceptron-and-Support-Vector-Machine
Item-Classifications-by-Perceptron-and-Support-Vector-Machine PublicImplemented a bag-of-word-based perceptron and hard-margin support vector machine to classify the categories of the items in an assigned text file
Python
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Algo-trading-of-S-P500-and-VIX-Future-Investment
Algo-trading-of-S-P500-and-VIX-Future-Investment PublicDesigned an algo-trading program with both back-testing and live trading functions, and dashboards revealing the back-testing results and real-time conditions
Python 1
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