User's Cover Picture
User's avatar

Nelson Monnerat

Data Scientis, and software developer Python, C++

Rio de Janeiro, Brazil
Drone Division Consultant at Omni Táxi Aereo
Researcher in the PMPAS-BS project. at FUNDEP/IPqM
Studied Advanced Computing at Federal University of Rio de Janeiro
Studied Mechanical and Aerospace at Carleton University
Studied Mechatronic Engineer at University of São Paulo
Studied Mechatronic Engineer at Univertiy of São Paulo
Studied Naval Science at Navy Academy
Computer Software
Joined October 10, 2022



Engineer, with solid experience in Data Science and Data Engineering using ETL in several projects involving manipulation, preparation, qualification and analysis of large volumes of data and Implementation of ECM tools. As examples of Data Scienc projects we used AI tools such as deep learning for detection in acoustic signals. Consultative ability, analysis of complex problems and solution proportions, with knowledge of Python, Java, C++ and Matlab programming languages, Numpy, Matplotlib, Scikit Learn, Tensorflow and Pandas tools. Experience in Linux, Windows and QNX operating systems. International experience in Canada for 2 years for Masters and as a technical advisor of brazilian delegation in the international Missile Technology Control Regime (MTCR), Nuclear Suppliers Group (NSG) and Nuclear Non-Proliferation Treaty (NPT). So I am accustomed to deal with different sort of data and fields of knowledge, and to work with multidisciplinary teams. My intention is to work remotely.
User avatar
Omni Táxi Aereo
Jan 2018 – Present
Rio de Janeiro
Drone Division Consultant
As a technical consultant I work with GIS image data processing in several field such as agribusiness, to identify plages through multispectral images and processed indexes, industrial inspection and modeling, to say a few. We also had the opportunity to develop special sensors to attend customers demands. In the development was included the sensors procurement, integration and software interface implementation, and the post processing of the data collected.
User avatar
Jan 2017 – Present
Rio de Janeiro
Researcher in the PMPAS-BS project.
As a consultant in the PMPAS-BS project we have to work with terabytes of sound data collected from sensors in Santos Basin, such as Gliders, PABLO (Profiling Acoustic Buoyant Lagrangian Observing system float), etc. We have to implement systems and algorithms to analyze and administrate the data collected. PMPAS-BS was designed to meet Brazilian Environmental Agency (IBAMA) requests to characterize the underwater acoustic landscape and also monitoring submarine noise level in the pre-salt region of the Santos Basin and the preferred navigation routes that serve the region. PMPAs-BS subsidizes risk analysis of biodiversity and studies of Impact evaluation on marine biota. It is today one of the largest projects of this nature in the world.
User avatar
Dec 2013 – Dec 2016
São Paulo, SP, Brazil
Technical advisor
I was a technical advisor for the control system of the LANGENE (Laboratory of Nucleo-Electrical Generation). As outcome of this professional experience we had the opportunity to learn how to interface different hardware, to implement model algorithms and test them in field. We also had the opportunity to work with multidisciplinary teams and learn how to communicate in different situations.
User avatar
Brazilian Navy
Jan 1983 – Apr 2012
Rio de Janeiro, RJ, Brazil
I am part of the Brazilian Navy reserve. I went to the reserve as a Navy Captain.
User avatar
Federal University of Rio de Janeiro
Aug 2002 – Jul 2007
Doctoral, Advanced Computing
User avatar
Carleton University
Aug 1998 – Jul 2000
Master Engineer, Mechanical and Aerospace
User avatar
University of São Paulo
Aug 1994 – Jul 1998
Master of Science, Mechatronic Engineer
User avatar
Univertiy of São Paulo
Aug 1989 – Dec 1992
Mechatronic Engineer, Mechatronic Engineer
User avatar
Navy Academy
Jun 1983 – Dec 1986
Bachelor, Naval Science