Brian Mandeville

• Machine Learning
• Applied Deep Learning
• Autonomous Systems
• Computer Vision
• Secure Software Engineering

Age Detection Model, 2023, Machine Learning Model that used frequency to detect the age of a user. Idea was to implement in AI assistants such as Alexa to prevent underage users from issuing unauthorized voice commands. Highway Collision Detector Model, 2024, Used transformer deep learning to create a model to detect when a collision will occur using the HighD dataset. Florida Polytechnic Solar Racing Team - DAQ Supervisor, 2023 - 2024, Coordinated a team of programmers to create and maintain a DAQ solution for the Florida Polytechnic solar race car. DAQ was used to monitor and record data from sensors on the vehicle. DAQ was also able to wirelessly transmit the data to the team's support vehicle in real time.