Since late High School, I have had an interest in commodities, derivatives, and financial markets. Through my active involvement within platforms such as CME group and brokers like Ninja Trader, I have gained some hands-on experience and education. This has fueled my drive to keep learning and recently explore more quantitative skills such as coding, and machine learning.