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Juan Pablo Pineda has a diverse range of work experience. Juan Pablo started their professional journey in 2011 as a Co-Founder of StartBull.com, a financial education startup focused on Latin American stock markets. During their time there, they developed the first stock market simulator of the Colombian Exchange and created the first online platform to allow paper trading on main LATAM Exchanges. Juan Pablo continued working with StartBull.com until January 2015.

In 2015, Juan Pablo Pineda joined Mensajeros Urbanos as the Director of Marketing & Data Science. Juan Pablo held this position until October 2018. Juan Pablo then took on the role of Chief Operating Officer at the same company, and the exact end date of this role is unknown.

Juan Pablo Pineda completed their Bachelor's Degree in Business Administration (B.B.A.) from 2010 to 2016 at the Universidad de Los Andes. In 2017, they pursued a Nanodegree in Deep Learning Foundation from Udacity. Before their university education, Juan attended Colegio San Carlos, but no specific degree or field of study is mentioned. Juan has also obtained several certifications from edX, including "Big Data Analysis with Apache Spark," "Distributed Machine Learning with Apache Spark," "Introduction to Apache Spark," "Enabling Technologies for Data Science and Analytics: The Internet of Things," "Machine Learning for Data Science and Analytics," and "Statistical Thinking for Data Science and Analytics." The specific months and years of obtaining these certifications are not provided.