Israel Jesus Santos Filho
Israel's research is focusing on Pattern Recognition and Digital Signal Processing. He is passionate about the scientific computing ecosystem, with a particular focus on Data Science, Data Engineering, Applied and Computational Mathematics, Pattern Recognition, and Signal Processing.
Research Interests
Israel's has experience in several advanced areas, including Voice Search Processing, Manifold Learning, Image Processing, Dimensionality Reduction, Optimization, and the mathematical foundations of deep learning. His primary objective is to develop professional, end-to-end technology solutions that integrate signal processing (both hardware and software), machine learning, MLOps, and robust back-end systems.
Qualifications
Education
- Bachelor of Engineering (B.Eng.)
- Electrical and Computer Engineering, Federal University of Sergipe, Brazil, 2021
- Master of Science (M.S.)
- Electrical and Computer Engineering, King Abdullah University of Science and Technology (KAUST), Saudi Arabia, 2024
Licenses and Certifications
- Fundamentals of Accelerated Computing with CUDA Python, NVIDIA, Sun, Feb 11 2024
- Convolutional Neural Networks, Coursera, Thu, Feb 11 2021
- Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization, Coursera, Thu, Feb 11 2021
- Sequence Models, Coursera, Thu, Feb 11 2021
- Structuring Machine Learning Projects, Coursera, Thu, Feb 11 2021
- Neural Networks and Deep Learning, Coursera , Mon, Jan 11 2021
- Bootcamp Analista de Machine Learning, IGTI , Fri, Sep 11 2020
- English
- Full professional proficiency
- Portuguese
- Native or bilingual proficiency
