Omid Sakhi, Ph.D., Technical Advisor
Omid has extensive experience in artificial intelligence and machine learning focusig on computer vision and deep learning. He served as a senior software developer and a key member of the IBM Watson Health Imaging team, contributing significantly to the advancement of AI-driven medical imaging technologies. His focus was particularly on the development and optimization of algorithms for medical image analysis.
He earned his Ph.D. in Computer Science from Université Paris-Est in France, specializing in signal, audio, and image processing for pattern recognition and neural networks. His areas of expertise include:
· Advanced Machine Learning and Deep Learning Techniques
· Parallel Computing and Generative AI Models
· Computer Vision for Medical and Historical Document Image Analysis
· Neural Network Architecture and Signal Processing
· Development of AI Solutions for Real-time Image Processing
· GPU Computing and High-Performance Parallel Computing Systems
· Software Engineering and Development
· C++, Visual C++, Qt, HTML5, JavaScript, jQuery, AJAX
In addition to having numerous academic publications, Omid is listed as the inventor of several patents and patent applications related to AI/ML, including:
· Ensemble Machine Learning Model Architecture for Lesion Detection (US11688063B2)
· Lesion Detection Artificial Intelligence Pipeline Computing System (US11436724B2)
· Down-Sampling for Convolutional Neural Networks (US11429867B2)
· Generating Realistic Organ X-Ray Angiography (Xa) Images for Deep Learning Consumption (US11042778B2)
· Detecting Unacceptable Detection and Segmentation Algorithm Output (WO2023088875A1)
· Training Generative Adversarial Network Straining Generative Adversarial Networks (US20210264280A1)