About me
I'm an IT Specialist & front-end developer with 15 years of professional experience.
I'm interested in all kinds of visual communication, but my major focus & interests lie at the intersection of mathematics, computer science, optimization, machine learning, deep structured learning & federated learning. I also have skills in other fields like Cloud computing or IoT.
My research interests focus on topics in Deep Learning, Computer Vision, Machine Learning, and Image processing and detection.
They include:
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I'm interested in all kinds of visual communication, but my major focus & interests lie at the intersection of mathematics, computer science, optimization, machine learning, deep structured learning & federated learning. I also have skills in other fields like Cloud computing or IoT.
My research interests focus on topics in Deep Learning, Computer Vision, Machine Learning, and Image processing and detection.
They include:
- In Neural Networks, comparing and developing first, and second-order online learning methods in terms of derivatives.
- An optimizer technique to minimize the random noise.
- Regularization concept to further improve the generalization of the model.
- Big data analysis utilizing descriptive-analytical approaches and statistical analysis.
- Recognition system for images and edge detection techniques.
- Horizontal projection in image segmentation, masking technique to locate and separate the region of interest.
Download the CV
