Qazi Muhammad Hamza Mansoor

1)- Implementation of machine learning concepts (feature extraction (Haralick, HOG), SVM) in MATLAB for texture based segmentation and damages classification. 2)- Investigations and implementations of various mapping algorithms (Gray code, Hamming code) in MATLAB. 3)- Detecting damages on car’s optical surface by processing grayscale images using MATLAB, C++, and C#. 4)- Working as a team member to further develop GUI using C# (Windows Form Application).

1)- Research and development of software modules for inspection of industrial (car-) optical surface properties and building a software in a complex industrial environment. 2)- Development of software modules to project user controlled patterns through LEDs, and projectors using C# (Windows Form Application).

Development of interactive HMI (software) with a graphical/alphanumeric input/output interface (GUI) for controlling image capture (industrial CMOS/CCD Matrix Vision cameras) and storage using C# (Windows Form Application).

Advanced Higher Mathematics. Software Engineering for Real-time Systems. IT Service Management. Statistical and Adaptive Signal Processing. Lab (Multimedia and Communication).

Applied Physics. Calculus & Analytical Geometry. Linear Algebra & Differential Equations. Data Structures and Algorithms. Microprocessor Based Systems. Signals & Systems. Control Systems. Digital Signal Processing. Computer Networks. Probability and Random Variables.