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Hi there 👋

My name is Rafael and I'm a master of engineering student. I'm currently working on my master thesis wich is about quadrotor navigation and control with DRL, you can take a look at my project here.

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I'm working with some other side projects as well, mainly with machine learning techniques, DRL algorithms and ROS environments.

I'm mainly a Python programmer, with good experience in Numpy, Scipy, Matplotlib, Pytorch, Pandas, OpenCV and Rospy. I also have some knowledge on Keras, Tensorflow and Scikitlearn. I have also worked with C, SQLite, PostgreSQL, Matlab, Simulink and Labview.

My next big project is going to be translating my python packages of quadrotor dynamics and control to a ROS environment, so they can be more easily used, have better performance and a more general use.

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Rafael Costa Fernandes's Projects

quadrotor_dynamics icon quadrotor_dynamics

A numerical quadrotor simulation, using python. The objective of developing such an algorithm was to enable a reliable and fast way to simulate a variety of controllers without all the hassle of coding the dynamics for every controller.

uav_3d_virtual_env icon uav_3d_virtual_env

A 3D environment visual simulation for UAVS. Such visual simulation is particularly useful for machine learning and computer vision techniques.

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