I've dedicated my career to the forefront of technology, specializing notably in computer vision. Over the years, I spearheaded the creation of the defense Automatic Target Acquisition System and Panoramic View System, devised pioneering biometric technology for access control, and pushed the boundaries of image processing with super-resolution techniques. My most recent role was as the Chief Computer Vision Scientist at Hoyos Labs Ltd, Cambridge Innovation, MIT. There, I led the Recognition System Division, focusing on image processing and ensuring the integrity of the technology's "liveness" component at the user interface. I've since retired.

My academic journey commenced at the University of Odessa, Ukraine, culminating in the attainment of my doctorate. I completed post-graduate courses performing the multi-dimensional classification of intricate genetic data.