Eduardo Pinheiro Email and Phone Number

I am currently employed in the Relationship/Compliance office for the Campos Basin at Petrobras. As part of my role, I completed a 9-month training program focused on Petroleum Engineering, provided by the organization.In my current position, I serve as the administrator for the Power BI and Spotfire reporting platforms. Additionally, I collaborate on operational processes related to the handling of fines, corporate financial guarantees, and government audits.

I participated in a 3-year research project for Petrobras, the Brazilian oil company, conducted within the Mathematics Department at PUC-Rio. The project encompassed three distinct stages.In the first stage, we constructed multiple turbidite probability scenarios using Sequential Gaussian Simulation and variogram processes in R and Python, starting from a single turbidite probability input.The second stage involved an unsupervised machine learning process, specifically k-means clustering, to group the turbidity scenarios based on their similarities.For the third stage, we compared the efficacy of the K-nearest Neighbors (KNN) model against the previously implemented k-means approach, utilizing Receiver Operating Characteristics (ROC) curve and F1 score as verification measures.The findings from the first and third stages were published as an article in the IEEE Geoscience and Remote Sensing Letters and presented at the SIBGRAPI (Conference on Graphics, Patterns and Images) conference. The second stage was published in Petroleum Science and Technology.

I contributed to the Environ project, a software application developed by Tecgraf for use by Petrobras. The Environ platform serves as an oil platform visualization tool, enabling users to measure distances, annotate specific equipment, and create video walkthroughs of the facilities. My responsibilities included the development of functionalities such as the SPI/SPPID tool, which retrieves SPI/SPPID data from a server based on the specifications of the equipment. The software was built using C++, OpenGL, and Python.

I contributed to the ECOA project, a website developed by PUC-Rio to stream the university's lectures, talks, and events. The platform allows students to create personal accounts to track their viewing history, save preferences, and request certificates of viewership for use in required extracurricular credits. My role involved the use of AngularJS/TypeScript and Node.js technologies.

I was a member of the DevOps team, where I worked on projects involving Kubernetes, Redis (a NoSQL database), and Microsoft SQL Server.