Kishan is a machine learning and data science lead, online course instructor, and open source software contributor. He leads data science teams to deliver data and machine learning products end-to-end. He has 10+ years of experience in applying machine learning and statistics in finance, e-commerce, and healthcare research. He contributes to well known Python packages including Statsmodels, Feature-engine, and Prophet. Kishan Attained a PhD in Physics from Imperial College London in applied large scale time-series analysis and modelling of cardiac arrhythmias.