Tomer Cohen
Tel-Aviv
Summary
Senior computer vision researcher with 9 years of industry experience and peer-reviewed publications. My passion is turning brainstorms into real world algorithms. and baking cakes.
Overview
9
9
years of professional experience
7
7
years of post-secondary education
Work History
Tech lead & Team leader
AutoBrains
01.2023 - 01.2025
- Self & semi-supervised learning for advanced embedding space methods
- Leading and mentoring 7 researchers in all algorithmic areas of the team: object detection, semantic segmentation, lane detection and more
- Working closely with the CEO for moonshot cutting edge research
- Involved in multiple patent applications for self-supervised learning systems
Senior Computer Vision Researcher
CommonGround-AI
01.2021 - 01.2023
- Working on the majority of DL-related projects in the company
- 3D face geometry estimation from RGB images and audio signals
- Developed the company’s first temporal geometry estimation model
- Generative models, 3D data augmentation, 3D hands movement estimation from RGB images, User ID authentication from image
Research Tech Lead, Computer Vision
BeyondMinds
01.2019 - 01.2021
- Leading applied research projects from brainstorming to deployment
- Leading BeyondMinds’ core IP modules and tailor-made customer projects
- Self-supervised learning, DeepFake detection, video action recognition, video understanding, defect detection, domain adaptation, and more
- First author of the company’s first paper
- Highly involved in future planning of company roadmap, writing solution proposals to customers, tutoring junior researchers, interviewing candidates
Applied Scientist
Amazon Lab126
01.2018 - 01.2019
- Deep Learning and Computer Vision research for future Alexa devices
- Generative and recommendation models
- Researched and deployed Amazon-wide SOTA Semantic Segmentation and Pose Estimation models
R&D Algorithm Engineer
Vitalerter
01.2017 - 01.2018
- End-to-end design and implementation of vital signs estimation algorithms using biomedical sensors for cutting-edge patient healthcare
- Full algorithmic design from matlab prototyping to C implementation
- Improved existing solutions using Deep Learning & CNNs
R&D Algorithm Engineer
ELTA
01.2016 - 01.2017
- Moving Radar targets classification using Neural Networks
- Signal processing, estimation and statistical analysis of Radar signals
Education
M.Sc - Computer Vision
Tel-Aviv University
01.2018 - 01.2020
B.Sc - Signal Processing and Electro-Optics
Ben-Gurion University
01.2013 - 01.2018
Skills
Python, Pytorch, Tensorflow, AWS, Git, Jira, Matlab
Other
- Excellent oral/written Hebrew/English communications skills
- Collaborative team member with great interpersonal skills
- In my spare time I love to bake cakes and do Yoga
Army Service
Tank Commander, The 401st Brigade, 01/01/10, 12/31/13, Staff sergeant, Responsible for profession and command quality, Commanded teams operating Mark IV battle tanks
Research
- Self-Supervised Dynamic Networks for Covariate Shift Robustness, First author
- Bidirectional One-shot Unsupervised Domain Mapping, ICCV 2019, First author, Prof. Lior Wolf
- Classification of Ground Moving Radar Targets with RBF Neural Networks, ICCPR 2018, Equal contribution
- Methods for Using Two-Dimensional Representation of Time Series Data for Biomedical Deep Learning Analysis, Wrote patent
Timeline
Tech lead & Team leader
AutoBrains
01.2023 - 01.2025
Senior Computer Vision Researcher
CommonGround-AI
01.2021 - 01.2023
Research Tech Lead, Computer Vision
BeyondMinds
01.2019 - 01.2021
Applied Scientist
Amazon Lab126
01.2018 - 01.2019
M.Sc - Computer Vision
Tel-Aviv University
01.2018 - 01.2020
R&D Algorithm Engineer
Vitalerter
01.2017 - 01.2018
R&D Algorithm Engineer
ELTA
01.2016 - 01.2017
B.Sc - Signal Processing and Electro-Optics
Ben-Gurion University
01.2013 - 01.2018
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