I use machine learning in my daily job as an Senior data scientist, and in addition I also compete on kaggle.com. I am interested in mostly in high dimensional data and data analysis that require smart preprocessing and data manipulation in order to get the required results. I enjoy solving problems and constantly learning new things.
I have hands-on experience in both R and python for machine-learning, and enjoy learning other languages (Rust, Golang, C)
Python bottleneck optimization - progression from lists to cupy arrays
In optimization problems speed is important, but unfortunately python isn't optimized to speed. In this talk I'll show how to use python and optimize bottleneck functions to be as fast as possible using different libraries and methods.