Ing. Muhammad Mujtaba Nawaz

• Setting up IWR 1443 radar for data acquisition • Signal processing of the raw radar data • Automatising the whole process of signal processing and classification • Designed CNN architecture to classify object and their material under dynamic scenarios • Surpassed current state of the art results • Implementation on UAV for indoor environment • Neural Network Library: Keras, TensorFlow • Language: Python, OpenCV Grade. 1.3

• Data acquisition and signal processing on acoustic sensors data • Feature engineering on data obtained from the acoustic sensors • Machine learning for detecting abnormalities in the pipeline • Language: Python, MATLABython.

Machine Vision, Systems Engineering for Automotive Electronics, Radar Systems Engineering , Communication systems and protocols, Optimization of dynamic systems, Advance Radio Communications, Systems and Software Engineering, Optical transmitters and receivers, Microwave Engineering

Computer Programming, Digital Logic Design, Computer Networks, Object Oriented Programming, Mobile Networking, Wireless Communication, Micropro. Based System Design, Control Systems, Electronics