Wanderson Souza, Phd personal email
- Valid
Passionate about transforming data into impactful solutions.I am a Senior Machine Learning Engineer and Data Scientist with a strong academic background (PhD in Mechanical Engineering and Master's and Bachelor's in Computer Science). Since 2017, I have been working on projects in computer vision, natural language processing (NLP), and information retrieval systems.Throughout my career, I have developed strong skills in communication, teamwork, leadership, and project management. I have extensive experience in setting and executing goals, always focused on deadlines and delivering results with excellence.Currently, I am part of the iTriad team, a globally recognized company specializing in artificial intelligence and automation. Among the recent projects I led, one of the highlights is head pose estimation, which enables the identification of interactions between people by projecting their fields of view.Skills | Technologies- Python- Computer Vision- NLP- Deep Learning- Machine Learning- PyTorch- TensorFlow- Model Optimization- Docker- Kubernets- MLflow- AWS- MLOps- Mathematics- StatisticsE-mail: wandersonsouza.info@gmail.comWebsite: wandersonsouza.com
-
Líder TécnicoMotivaCampina Grande, Pb, Br
-
Senior Machine Learning EngineerItriad Pesquisa E Desenvolvimento Apr 2023 - PresentManaus, Amazonas, Brazil• Designs and integrates life cycles of machine learning systems, using cutting-edge technologies.• Develops and implements continuous training, testing and validation processes for deep learning models.• Optimizes models using advanced techniques such as pruning, quantization, knowledge distillation and data augmentation.• Converts models from complex architectures for efficient deployment on embedded devices and in the cloud. -
Analista De DadosMarjosports Jan 2023 - Apr 2023Reino Unido -
Data ScientistNeopto Jan 2022 - Jan 2023• Implementation of crawling mechanisms for scanning web services in order to collect useful data for the project; • Development of clustering strategies and extraction of related topics; • Implementation of unsupervised machine learning techniques for clustering of similar patents. -
Data ScientistLaboratório De Computação Inteligente Aplicada (Lacina) Jan 2022 - Oct 2022Campina Grande, Paraíba, BrasilActs as a data scientist in the development of a model for dialogue intent notification in chats using NLP (Natural Language Processing). The project was developed from a partnership between the Laboratory of Applied Intelligent Computing (LACINA) and the company Dell Technologies. The fields of action involved were: Data analytics, machine learning and deep learning. -
Data ScientistLaboratório De Computação Inteligente Aplicada (Lacina) Mar 2021 - Dec 2021Campina Grande, Paraíba, BrasilI worked as a data scientist developing solutions for automatic and multilabel patent classification using NLP (Natural Language Processing). The project was developed in partnership between the Laboratory of Applied Intelligent Computing (LACINA) and the company NeoPTO Autopatents intellectual property. The fields of work involved were: Data Analysis, Machine Learning and Deep Learning.
-
Machine Learning ResearcherFederal University Of Paraíba Mar 2020 - Mar 2021João Pessoa, Paraíba• Development of a high accuracy density measurement system with computer vision;• Design, implement and optimize the architecture of the neural network model;• Perform the collection, normalization and training of datasets;• Responsible for performing the tests and validation of the computer vision system;• Research for advanced techniques that correspond to the state of the art. -
Machine Learning SpecialistFederal University Of Paraíba Jun 2015 - Dec 2019João Pessoa• Development of a computer vision system to estimate the multidirectional flow of passengers at the subway station of the Brazilian Company of Urban Trains (CBTU / JP);• Design, implement and optimize the architecture of the neural network model;• Perform the collection, normalization and training of datasets;• Responsible for the creation, testing and validation of predictive models.Main results obtained:• Production of a specific dataset for passenger estimation with more than 10,000 training samples including annotations organized with low, medium and high density of passengers;• Detection of passenger density levels as well as predicting peak time trends;• Promote real-time decision making by traffic controllers.Acknowledgment:• Semifinalist of the Empreenda Santander 2K17 Program, in the Entrepreneur University category.
-
Moodle Technical SupportFederal Institute Of Paraíba Feb 2012 - Dec 2015João Pessoa• Technical support of the Moodle e-learning platform.• Conducted training and courses aimed at better use of the platform by professors and tutors.• Produced and developed teaching materials on the Moodle platform and its updates.
-
Professor, Researcher And Course CoordinatorFederal Institute Of Paraíba Aug 2017 - Aug 2019Cabedelo• Teaching computer science subjects (introduction to programming, Advanced Excel, Operating Systems) and Scientific Methodology;• Guide course completion work;• Encourage teaching, research and extension activities;• Promote re-teaching activities for students with low school performance;• Coordinate extension courses.Main results obtained:• I collaborated with the training of hundreds of students and prepared them for the job market;• I led the Food Security project (geolocation application to assist people with food restrictions), with a team of 6 members. -
ProfessorFederal Institute Of Paraíba Aug 2013 - Jun 2014João Pessoa E Região, Brasil• Taught the discipline of maintenance of computer peripherals.• Production of teaching material. -
ProfessorFederal Institute Of Paraíba Feb 2013 - Dec 2013Guarabira E Região, Brasil• Taught the Introduction to data processing discipline.• Production of teaching material.
-
Professor Of Robotics And ComputingComplexo Educacional Regina Coeli May 2008 - May 2011Campina Grande• Taught the discipline of Robotics applied to the contents of physics and mathematics in the classes of Elementary School II and High School, through the Lego Mindstorms tool, as well as an introduction to programming through of the educational programming language "logo".
Wanderson Souza, Phd Education Details
-
Redemptorist Technical School10
Frequently Asked Questions about Wanderson Souza, Phd
What company does Wanderson Souza, Phd work for?
Wanderson Souza, Phd works for Motiva
What is Wanderson Souza, Phd's role at the current company?
Wanderson Souza, Phd's current role is Líder técnico.
What is Wanderson Souza, Phd's email address?
Wanderson Souza, Phd's email address is wa****@****ail.com
What schools did Wanderson Souza, Phd attend?
Wanderson Souza, Phd attended Federal University Of Paraíba, Federal University Of Paraíba, State University Of Paraíba, Redemptorist Technical School.
Who are Wanderson Souza, Phd's colleagues?
Wanderson Souza, Phd's colleagues are Bárbara Xavier, Gabriel Vieira, Gabriella Silva, Rafaela Oliveira Grandez, Henrique Amorim, Paulo Amorim, Adria Priscila Cruz Dos Santos.
Free Chrome Extension
Find emails, phones & company data instantly
Aero Online
Your AI prospecting assistant
Select data to include:
0 records × $0.02 per record
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial