OpenEyes • 2021 — Present
I'm the CTO and Co-Founder of OpenEyes, where we're reinventing Commercial Auto Insurance using Computer Vision, Generative AI, and by closing the loop on loss runs. We combine state-of-the-art tech with insurance models to help fleets drive safer and save more, because crashes are expensive, but preventable. Before taking the startup plunge, I spent over a decade at Samsung, most recently leading a brilliant team of engineers in the automotive algorithms realm. We tackled everything from Image Signal Processing to Machine Learning and Computer Vision. I hold a PhD in Computer Science from Tel Aviv University, where I explored how Generative Neural Networks can dream up images with no supervision. My MSc, on the border between Electrical Engineering and Applied Math, also from TAU, was all about sampling theory, and I started my journey at the Technion with a BSc in EE and a BA in Physics. Probably most importantly, and when I'm not knee-deep in pixels or insurance data, I'm a proud but often absent father of three and husband.
Computer Vision, Generative Models & Signal Processing
A novel architecture building on StyleGAN to model multi-modal distributions in a completely unsupervised fashion.
O. Sendik, D. Lischinski, D. Cohen-Or
View Paper →Dual CNN and SVR approach for age estimation using representation and metric learning.
O. Sendik, Y. Keller
View Paper →Introducing latent cross-consistency to regularize unpaired image translation operators.
O. Sendik, D. Lischinski, D. Cohen-Or
View Paper →Formulating motion estimation as classification to outperform previous methods on HD video datasets.
T. Peleg, P. Szekely, D. Sabo, O. Sendik
View Paper →Determining characteristic facial parts using deep features and weakly supervised metric learning.
O. Sendik, D. Lischinski, D. Cohen-Or
View PDF →Introducing structural energy based on correlations among deep features to capture structural regularities.
O. Sendik, D. Cohen-Or
View PDF →Reconstructing 2D humidity fields using cellular network opportunistic microwave links.
N. David, O. Sendik, et al.
View Paper →A critical survey on multidimensional signal processing for weather monitoring via CWCNs.
O. Sendik, H. Messer
View Paper →Single-stage CMOS power amplifier for 2.3-2.7-GHz WiMAX applications.
O. Degani, et al.
View Paper →