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João Sousa is listed as 🤖 AI Researcher @FraunhoferIWS & @INEGI & LIACC |👨🏫 Invited Professor @FEUP & @ISQ based in Madalena, Porto, Portugal. AeroLeads shows a matched LinkedIn profile for João Sousa.
João Sousa previously worked as Artificial Intelligence Researcher at Fraunhofer Iws and Intelligent manufacturing researcher at Faculdade De Engenharia Da Universidade Do Porto. João Sousa holds Master'S Degree, Mechanical Engineering from Faculdade De Engenharia Da Universidade Do Porto.
🎓 Pursuing a PhD in Artificial Intelligence, focusing on Computer Vision and Image Analysis to elevate quality control in Additive Manufacturing (AM).🚀 Developing AI-driven systems and algorithms to enhance product quality and optimize industrial workflows.🔧 Skilled in deploying the Robot Operating System (ROS 2) for data management from cameras, industrial robots, PLCs, or other industrial devices.📊 Leveraging multimodal AI to surpass traditional approaches, integrating diverse sensor data and process parameters for monitoring and control.🎯 Interested in Self-supervised Learning, Reinforcement Learning, and machine learning for control systems.🔗 Keen on exploring collaborative opportunities and discussing my research further. Let’s connect!
Listed skills include Impressoras A Laser, Algorithms, Azure Iot, Industrial Robots, and 23 others.
A career timeline built from the work history available for this profile.
Dresda, Saxônia, Alemanha
- ROS 2 application for monitoring and control a DED system- Developing a multimodal AI model using libtorch (c++)- Deploy Machine Learning and system identification methods in DED for control- Evaluate Reinforcement Learning for control
Porto, Portugal
- Develop monitoring solutions with Tensorflow or Pytorch- Industrial process parameter optimization: bayesian optimization, heuristic and meta-heuristic approaches- Webapp applications for edge computing
- Industrial Robot programing - Develop pilot projects in Edge/cloud computing with Azure and AWS - Training Machine Learning for time-series data
Porto E Região, Portugal
Data acquisition, monitoring, control, and instrumentation of an industrial testing machine.- PLC programming- MATLAB GUI application- Pressure control
Braga Area, Portugal
- Program industrial robots- Project pneumatics and electric circuits
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João Sousa is listed as 🤖 AI Researcher @FraunhoferIWS & @INEGI & LIACC |👨🏫 Invited Professor @FEUP & @ISQ.
João Sousa is based in Madalena, Porto, Portugal.
João Sousa has worked for Fraunhofer Iws, Faculdade De Engenharia Da Universidade Do Porto, Inegi - Instituto De Ciência E Inovação Em Engenharia Mecânica E Engenharia Industrial, Inegi Porto, and Esi - Engenharia, Soluções E Inovação.
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João Sousa holds Master'S Degree, Mechanical Engineering from Faculdade De Engenharia Da Universidade Do Porto.
João Sousa is listed with skills including Impressoras A Laser, Algorithms, Azure Iot, Industrial Robots, Matlab, Pesquisa, Tensorflow, and English.
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