Bivrost Development Operations Smart Identification
10/09/2018 – 04/02/2019
João works on an AI component used for identification of field operations. By using machine learning models, this automatically finds and classifies common operations during the drilling process. The result is an intelligent analysis of data available in Bivrost and enhanced operation reports.
It implies the extraction of data from several Mongo and Influx databases, the creation of data-driven models using Weka and Python, and the deployment of those models in a React-based project (Javascript).
Studies: Digital Engineering of Complex Systems – Mines ParisTech (FR)
Mechatronics Engineering – USP (BR)