Data and machine learning

Being interested in pretty much everything, I like to work on all sorts of projects, but my favourite ones are the ones that focus on finance and price prediction.

I've written algorithms that use either regression or classification to predict prices based on various types of features. I am also interested in ways to improve the accuracy of time series forecasting.

Visit the data-projects repository of my GitHub to see some samples of my work.

Software

My main current software project is called "IFS-Python", where IFS stands for iterated function systems. The goal is to use Python and its matplotlib package to create a program that will generate pictures of fractals using these dynamical systems.

The neat thing is that the program uses a deterministic process, so you can start with any polygon and watch the system compress it into the same fractal. Here are some shapes that converge to the Sierpinski triangle and illustrate how the iteration works.

The project is on-going. See the IFS-Python repository on my GitHub profile for samples of code and more pictures.