- Coordinating machine learning projects with application to reservoir engineering and geology to identify relevant data for specialists- Developing neural network algorithms using Python and PyTorch to process 3D geological images on cloud computing platforms

- As a researcher in the R&D Department, proposed, discussed, implemented and communicated, to engineers and managers, results of improvements to the computational modelling of oil fields.- As the reservoir engineer in charge for the development plan of one of the seven areas in which a major oil field is divided, defined the drainage plan, conducted uncertainty analysis and calculated probabilistic production forecasts, analysed and mitigated risks incorporated field data into the… Show more - As a researcher in the R&D Department, proposed, discussed, implemented and communicated, to engineers and managers, results of improvements to the computational modelling of oil fields.- As the reservoir engineer in charge for the development plan of one of the seven areas in which a major oil field is divided, defined the drainage plan, conducted uncertainty analysis and calculated probabilistic production forecasts, analysed and mitigated risks incorporated field data into the simulation model and assessed the value of information of an appraisal well. This required constant communication with other disciplines involved in the project and joint decisions with the other six areas of the oil field.- Liaised with oil field simulator suppliers to influence the development of their new products in accordance with Petrobras needs.- Negotiated the scope, deliverables and schedule of research projects with universities.- Shared best practices and knowledge by publishing technical reports, presenting ininternal seminars and international conferences, and representing the R&D Departmenton the board of a community of practice at Petrobras. Show less

- Design, installation and operation of subsea equipments for off-shore oil/gas exploitation.

- Conducted structural analysis for industrial clients.- Delivered numerical simulation training courses.