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Here you will find past projects, current works and also some texts about random things I am interested in.
My name is Matheus Farias, I'm a 26-year-old Electrical Engineering Ph.D student at Harvard University advised by Prof. H. T. Kung.
I'm especially interested in developing novel solutions for real-life problems using interdisciplinary engineering approaches, mainly combining machine learning, internet of things and hardware design.
E-mail: matheusfarias@g.harvard.edu
• An intelligent system inspired by owls using neural networks, adaptive filtering, and real-time processing in FPGAs to geographically track sound events and then determine the position of gun shooters on a mobile application by Bluetooth connection.
• Competed in InnovateFPGA 2019 international competition in Tianjin, China; earned 3 international awards, placing Top 0.7%.
• Internet of Things intelligent system to dynamically choose traffic lights timing in order to optimize vehicle flow on urban roads using genetic algorithm.
• Achieved 130% improvement in the average speed of cars in tested tracks, leading to 1st out of 14 teams at The Brazilian Symposium on Computing Systems Engineering (SBESC) 2017 Regionals Contest.
Design and optimization of a phase-sensitive lock-in amplifier circuit. Read more..
Member of autonomous soccer sub-team, designing robots decision-making strategies. Read more..
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