Nima Najmaei

Background

About Nima Najmaei

I am an Electrical and Computer Engineer (Ph.D.), specialized in Robotics, Machine Learning, Software Development, and Control Systems. I have a strong research background and solid technical experience in system and software development, Machine learning, and control of mechatronics and robotic systems. Skills: • Software and Algorithm Development: C++, Python, Matlab, and Object-Oriented Programming Strong experience in C++, Python, and object-oriented programming to develop algorithms and system software in Linux and Windows environments. Technical experience in developing libraries and modules for development of robotics/autonomous systems. Experience in multi-threaded programming, and UDP, TCP/IP protocols. Solid experience with Matlab and Simulink. • Machine Learning: Deep Learning (TensorFlow), Supervised and Unsupervised Reinforcement Learning, Neural Networks: Strong experience in design and implementation of machine learning software and algorithms, especially in the field of Robotics and Control. Hand-on experience in working with deep learning and neural networks (TensorFlow) for developing autonomous/smart systems. Familiar with NumPy, Scikit-Learn, SciPy, and MatPlotLib Libraries Implemented several reinforcement learning algorithms to model and control systems. • Robotics, Control, and Autonomous System Design: Strong experience in design and implementation of hardware, real-time software and controllers for different robotics systems. Knowledge of linear and nonlinear control. Deep knowledge of robotics, including manipulation, kinematics, dynamics, robotics control, navigation, etc. Hand on experience with design and implementation of navigation and motion planning algorithms for robotic systems. • Design, Prototyping, and Evaluation: Experience in Computer Aided Design Systems and related software such as SolidWorks. Hand-on experience in prototyping of devices and development and integration of the required electrical and control equipment.