Develops a predictor model of Operation States of a Thermomechanical Pulp Bleaching Plant based on Machine Learning techniques.Develops a dynamic digital twin model of a Thermomechanical Pulp Bleaching Plant in Wingems environment as the basis of a real-time Operator Training Simulator.Develops a rigorous dynamic digital twin model of a Methanol Distillation plant in Aspen Hysys environment as the basis of a real-time Operator Training Simulator. A master control logic is implemented to simulate the real production of methanol free of contaminants.Develops a rigorous dynamic digital twin model in Aspen Hysys environment of the gas purge from the synthesis loop stage of a Methanol Plant. Model was the basis for evaluating the reliability of the plant operation in automatic and manual control.

Developed modeling and simulation of the Grinding Process Optimization Project of Minera Santo Domingo company, achieving to predict future behavior in production, quality, performance, and consumption.

Production of process optimization projects based on mathematical models replicated in Software-programmed simulators.-Develops a crushing and mineral classification model for the Minera el Tesoro.-The operation of comminution of the dry area of the Plant was simulated.-A 50% decrease in excess ore fines generated in the Harneros area was predicted.

Developed modeling and simulation of the Grinding Process Optimization Project of Minera Zaldivar company, achieving to predict future behavior in production, quality, performance, and consumption.-Executed the modeling and simulation of the water balance in the Planta de Escoria de Codelco División El Teniente, resulting in an optimized proposal for a quick starting curve, besides recommendations for minor modifications.

Improve spoken and written English during his stay in Ireland.

- Responsible for optimization of industrial and mining plants, from prefeasibility to operational. - Development of mathematical modeling and dynamic process simulation. - Conceptual engineering development and process plant profile.

In charge of the modeling and simulation in Matlab of chemical processes of an industry.

Function: Participation in the initiation of a family-owned craft brewery. Achievements: - Preparation of lots of Pale Ale and Amber Ale style beers, obtaining a satisfactory reception among consumers.

Function: Responsible for planning, coordination, and optimization of the activities of the Wood Preparation area. Achievements: - Develop daily use management instrument based on productivity indicators, which helps focus production priorities.

Function: Responsible for making improvements in production processes and supporting the management of the Recovery and Energy department. Achievements: - Direct two industrial tests of addition of inputs for the purification of process and wastewater. - Evaluate projects that reinforce the safety of workers in their jobs.

Function: Ensure the continuity of the productive area through the control of operational variables. Achievements: - Control critical operational variables of productive processes through recipes.

Function: Learning of the main processes involved in the production of cellulose. Achievements: - Develop a time behavior model used in logs discharges from transport units. - Develop analysis reports of operational variables with the ability to process thousands of data in a short period of time.

Achievements: - Determine the dose of coagulant and flocculant in the Effluent Plant of the Hard Board production line. - Perform water balance of the Hard Board production line using Wingems simulator.