Academic Projects

Markov Chain in Predicting the Fluctuation of the Stock Market (Python) December 2019

  • Implemented Markov Chain with Python to predict fluctuations and the frequencies of state changes of the S&P500 index.
  • Implemented user customization that made the user choose the numbers of desired states and time intervals of the training set to construct different transition probability matrixes and the steady-state distributions of this Markov Chain.

Digital Image Recognition (MATLAB) October 2019

  • Constructed a training set of 60,000 handwritten digits into a matrix with each row containing the mean pixel values of a digit.
  • Achieved the digit recognition correctness to 90% by comparing its pixels to those in each row of the training set and determine which row most closely resembles the test digits.

This Website (Rmarkdown) Nov 2020

  • What you are viewing right now.
  • Created my introductory website using yaml, rmarkdown and github.io

Contact

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Phone: 207-420-4890
Instagram: @chenxiliu233