Habib Ahmed

1. Colibri is an innovative car scanner for damage detection on vehicles. Dent detection on the car body with the precision of 5 mm and accuracy of more than 90%. 2. C++ image processing development for distributed computing. Deep learning for damage detection. 3. Tools: C++, OpenCV, Python, Git, Azure DevOps, Microsoft Visual Studio, and deep learning.

1. DENSE (aDverse wEather eNvironmental Sensing systEm) European Union (EU) project for Free-Space Detection (FSD) in adverse weather conditions for AD-ECU. 2. Achieved 2x fps improvement and 4x power reduction for FSD on FPGA with hardware-software co-design using DNNDK and HLS to have a real-time and power-efficient solution. 3. Tools: C++, DNNDK, Git, Docker, Python, PyTorch, OpenCV, LCM, Stereo Camera, LIDAR, Caffe, TensorFlow, CUDA, GPU, ZYNQ UltraScale+ MPSoc ZCU102.

* MAP Decoding of Convolutional Codes Using Reciprocal Dual Codes with deep learning decoder for communication algorithms and optimization *Tools: C/C++, Python, Git, MATLAB, PyTorch

* FrameSkipper algorithm for real-time video application on Xilinx ZYNQ hardware with real-time operating systems (PikeOS and ELinOS) * Tools: C/C++, Eclipse, PikeOS and ELinOS

* Research on fast adders for embedded systems and implementation on Xilinx ZYNQ board * Tools: C/C++, MATLAB and Verilog

Architectures of Digital Systems, Real time Systems, Verification of Digital systems and Application of Artificial Intelligence.

Embedded Systems, Micro controllers, Image processing, Object Oriented programming with C++