Tom Berkov Email & Phone Number

Haifa, Israel

I teach Control Systems in State Space, basics of optimal controland estimation algorithms such as Dynamic Programming, LQR,Kalman Filter in discrete and continuous time settings. Assistedstudents with home tasks and exam preparation by holdingrecitation hours and answering questions.

Haifa, Israel

Researching theoretical analysis and acceleration ofgradient descent flows for neural networks with dynamicalsystem theory. Other projects include research of flowsgenerated by nonlinear homogeneous operators, deeply learnedspectral graph algorithms, dimensionality reduction and semisupervised learning of image representations.

Haifa, Israel

Created TX to RX calibration algorithms for a proprietary serialcommunications protocol developed by innovation team. Formedcriteria for analyzing performance of a brand new PHY protocol.Performed lab work applying above mentioned tools to reachBER=10e-13 as a proof-of-concept criterion on 3 test-chipgenerations until included in a serial product.

Yokneam, Northern, Israel

Crafted high speed network adapters for data center servers,customized according to specification requirements of topcustomers, such as Dell, Lenovo and HP. Leading each adapter project via coordination with other teams - Mechanical design, Thermal simulations, Layout Designers, Valditaiton, Verification, System QA and customer.

Master Of Science - Msc, Artificial Intelligence, 92

Bachelor Of Science - Bsc, Electrical, Electronics And Communications Engineering