My role was to develop and implement a Learning Analytics system for Distance Education courses (EAD) offered by SENAI/SC. I optimized a database model using SQL and python in the cloud (Azure Databricks), which was later used to create dashboards with Power BI that would help decision-making when planning and improving the courses offered by SENAI/ SC.
I participated in the development of an artificial intelligence application for the prediction of incidents in electrical circuits. (Consulting in Celsia SA); using python and SQL as the main tools for model implementation and real-time data processing. Additionally, control panels were made in python (bokeh) and power BI with the results of the model.
I supported the construction of a model for the prioritization of the institutional offer, and participated in the quantification of the social development index for sports, recreation and physical activity. This was done using mainly statistical techniques of dimension reduction in R language.