Computer Vision Optimization Machine Learning Cybersecurity
2021 - Present
Rochester Institute of Technology
NY, USA
Conduct both foundational and applied research to address Artificial Intelligence and Cybersecurity problems.
2011 - 2019
State University of Campinas
Campinas, Brazil
Control engineering is an engineering discipline that applies automatic control theory to design systems with desired behaviors in control environments.
2019 - 2021
• Research and developmento of Health related algorithm for smart wearables.
• Sensor data analysis, prediction and classification for health applications.
• Deep Learning for image compression.
2018 - 2019
• Desing image text detection and recognition algorithm for embedded systems.
• Contribute to computer vision library of Tizen operational system.
• Design embedded neural network aiming energy consumption optimization.
• Neural network model reduction.
2015 - 2016
• Design drives and protocols to integrate EPOS hardware on ROS environment.
• Model the dynamics of a car prototype developed by another researcher.
• Design simple traction control on an electric car prototype using two MAXON
motors.
2013 - 2015
• Design data acquisition system, including hardware and software projects.
• Optimize closed loop engine controllers.
• Design wiring and telemetry systems.
• Design external systems to optimize performance, like electronic throttle control.