CADE Digital 2021, IPAE Business Association February 2021 • Collaboration for the development of a sustainable solution using emerging technologies (Machine Learning, IoT, Blockchain, among others)

Cerro Prieto Irrigation Association August 2021 • Implementation of a Sustainable Irrigation project in Avocado and Blueberry crops using IoT and Machine Learning. • Second Phase for the implementation of the Predictive Regression Model using Supervised Learning Models such as Linear Regression, Support Vector Regression, among others. • Evaluation of technologies that support large volumes of distributed data (Hadoop, Spark), data loading (Flume, Scoop), as well as real-time data analysis (Storm). Real-time data lakes stored in unstructured databases (NoSQL - MongoDB).

Collaboration for the development of a sustainable solution using emerging technologies (Machine Learning, IoT, Blockchain, among others).