Business Intelligence project for a retail company directed by a computer consulting firm.- Extraction, cleaning, transformation and management of databases from various sources for subsequent queries and analysis- Preparation of reports to monitor and control sales, income and budgets of the commercial area- Determination of surpluses and deficits with respect to established goals- Application of agile methodology

Fulfilled projects:- Creation of reports about the variation of different financial indicators- Analysis of the behavior of all earthquakes that have occurred in the last 50 years and their relationship with the lunar position- Generation of Streamlit web interface for the interaction of graphic functions that allow the analysis of different databases focused on Beers and Breweries- Analysis and determination of Outliers about the movies and series on the website “The Internet Movie Database” or “IMDb”- Analysis using Unsupervised learning algorithms of the government database on Crimes of Major Social Connotation (DMCS) in Chile- Binary Prediction using Supervised Learning Algorithms on whether or not a client accessed a term deposit using banking information from a Portuguese institution- Estimation of the age of different people based on health and behavioral variables using Supervised learning algorithms- Construction of a classification model based on 3 Convolutional Neural Networks of different structure with the objective of comparing their performance using 70,000 images of handwritten numerical digits- Construction of a model to predict the traffic volume of the city of Minneapolis (United States, Minnesota) using Recurrent Neural Networks- Implementation of Neural Networks Autoencoders to model images from the CIFAR-10 database- Implementation of Generative Neural Networks to generate artificial images from the images obtained from the CIFAR-10 databaseTools used: PostgreSQL, Tableau, Power BI, Python (Libraries: Pandas, Numpy, Matplotlib, Seaborn, Plotly-Express, Streamlit, Scikit-Learn, Pytorch, etc), Jupyter Notebook, Visual Studio Code, Google Colab.

CUPROXY LEACHING CPY INNOVATION PROJECT.- Lead, train and supervise a team of chemical operators and analysts- Manage pilot plant and metallurgical laboratory for columnar leaching- Manage resources, supplies, equipment and maintain communication with the plant- Plan and coordinate activities- Design procedures and provide support- Guarantee job security and compliance with protocols and deadlines

Consultant in a salmon company. Application of management tools based on Lean Management methodology with the aim of avoiding salmon losses.- Redesign management practices in farms- Implement a measurement system for incidents or events, along with their causes- Send daily and weekly report about salmon losses- Organize meetings with company personnel in order to present improvement proposals - Establish protocols for continuous improvement and guarantee compliance with them- Carry out cost studies and identify opportunities for improvement

Mining innovation project.- Optimize the use of refractory materials for industrial smelting furnaces using specific software (FactSage)- Compare results obtained with experimental results

In charge of the computer laboratory of the Faculty of Engineering.