Romulo Brito Email and Phone Number
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Bachelor in Mathematics from the Fluminense Federal University (2009), Master in Applied Mathematics from the Pontifical Catholic University of Rio de Janeiro (2013), and Ph.D. in Complex Systems Analysis from the Graduate Program in Informatics (PPGI) of the Mathematics Institute of the University Federal District of Rio de Janeiro (2017). I am interested in Data-driven models of physical information (data-driven models informed by physics), signal analysis, and signal processing - Compressive Sensing. I taught mathematics subjects for more than 5 years for the basic engineering cycle. I worked as a senior researcher in the CLT regime by the Foundation for Supporting the Development of Scientific Computing (FACC) in the experimental development project of Physical and Petrophysical Modeling applied to the characterization and seismic monitoring of reservoirs (MODFISPET) linked to the Engineering Laboratory and Oil Exploration - LENEP/UENF. I was responsible for developing and implementing Python solutions applied to inverses problems in seismic, aiming at software that promotes the reduction of operational and computational costs through Compressive Sensing techniques. I developed algorithms to optimize geometries of seismic acquisition, which met the subsampling criteria of compressive sensing and according to seismic requirements. I currently work as a consultant in the area of mathematical modeling and optimization at 7D analytics to help decision-making in the most diverse areas of the industry.
7D Analytics
View- Website:
- 7danalytics.com
- Employees:
- 10
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Data-Driven Modeling | Mathematical Optimization Specialist7D Analytics Feb 2022 - PresentSão Paulo, BrasilResponsible for research, mathematical and computational modeling of optimization problems, exploratory data analysis projects, including topic analysis and Natural Language Processing (NLP) techniques such as Retrieval-Augmented Generation (RAG). I have also been involved in implementing machine learning (ML) and deep learning (DL) pipelines. -
Postdoctoral FellowCnpq Jun 2023 - Jun 2024Presidente Prudente, São Paulo, BrasilSignal Processing and Machine Learning for the Reconstruction of Spatio-Temporal Dynamics with Compressed Sensing -
Postdoctoral ResearcherResearch Centre For Greenhouse Gas Innovation (Rcgi) Oct 2022 - Apr 2023São Paulo, BrasilCarrying out sensitivity analysis of the inversion problem, based on the construction of implicit subsurface limits using defined level-set functions, as well as the implementation of a code to solve the inverse problem and solve basic problems so that a critical analysis can be carried out of the results. In addition, issues related to method improvement and suitability for HPC solutions within the scope of Full Waveform Inversio (FWI). Determine the structures present in the sediment layers by building a model that, through an optimization algorithm, and considering the same disturbance, provides the smallest error in relation to the experimentally obtained data. To do this, the model is parameterized and the sensitivity of the problem to variations in the configurations considered is evaluated. -
Senior ResearcherUenf - Universidade Estadual Do Norte Fluminense Oct 2019 - Feb 2022Macaé, Rio De Janeiro, BrasilI worked as a Senior Researcher at LENEP/UENF on the experimental development project of physical and petrophysical modeling applied to reservoir seismic characterization and monitoring. In this role, I developed theoretical and numerical modeling of physical and mathematical methods applied to solving inverse problems, utilizing the theory of Compressive Sensing (CS), metaheuristic optimization, convex optimization solvers, and petroelastic modeling. -
ProfessorCefet-Rj Sep 2018 - Jul 2019Nova Iguaçu E Região, BrasilDuring this period, I taught courses focused on the basic engineering cycle, including: Calculus I, II, III, and IV; Linear Algebra; Complex Functions; Numerical Methods; Partial and Ordinary Differential Equations; Laplace and Fourier Transform. All the courses I taught were supported by mathematical software such as Maple, Matlab, and Mathematica to make the concepts learned in the classroom more tangible. -
ProfessorUniversidade Veiga De Almeida Aug 2013 - Jan 2019Rio De Janeiro, BrasilDuring this period, I taught courses focused on the basic engineering cycle, including: Calculus I, II, III, and IV; Linear Algebra. All the courses I taught were supported by mathematical software such as Maple, Matlab, and Mathematica to make the concepts learned in the classroom more tangible. -
Business AnalystBgmrodotec Feb 2004 - Dec 2004Rio De Janeiro, BrasilI worked on problem-solving with clients, providing support in the use of specific modules of the GLOBUS management software. I simulated in the database issues reported by clients, whether caused by the improper use of the functionalities of each module for which I was responsible or software update problems. I was responsible for mediating the needs identified by clients with the development team.
Romulo Brito Skills
Romulo Brito Education Details
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Ciência De Dados E Analytics -
Universidade Federal Do Rio De JaneiroMathematical Physics -
Computational Mathematics -
Matematica
Frequently Asked Questions about Romulo Brito
What company does Romulo Brito work for?
Romulo Brito works for 7d Analytics
What is Romulo Brito's role at the current company?
Romulo Brito's current role is Ph.D. Senior Researcher - Foundation for Support to the Development of Scientific Computing (FACC) | LENEP/UENF - State University of North Fluminense.
What is Romulo Brito's email address?
Romulo Brito's email address is romulo.brito@uva.br
What schools did Romulo Brito attend?
Romulo Brito attended Cce - Puc-Rio, Universidade Federal Do Rio De Janeiro, Pontifícia Universidade Católica Do Rio De Janeiro, Universidade Federal Fluminense.
What skills is Romulo Brito known for?
Romulo Brito has skills like Matlab, C++, Microsoft Powerpoint, Microsoft Excel, Sistemas Operacionais, Maple, Latex, Mathematical Modeling, Mathematica, Opengl, Physics, Pesquisa.
Who are Romulo Brito's colleagues?
Romulo Brito's colleagues are Daniel Prett Campagna, Eliseu Junio Araujo, Ricardo Taborda Dos Reis, Matheus Ferreira, Bruno Furlanetto, Maurício Flauto, Mateus Artuso.
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