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Realtime Generative Models | Pre-training | Post-training | Decart | PhD
Tech lead and applied ML researcher with 10+ years in deep learning and ML algorithmic positions and 4+ years of experience in 3D vision, depth estimation, and generative modeling. At Apple, I’ve led foundation model development for monocular video depth estimation and contributed to real-time models powering features like Cinematic Mode. Currently leading a small team exploring 2D-to-3D video generation using diffusion models alongside our foundational depth model development. I hold a PhD in computer science and I thrive on solving hard problems with smart, mission-driven teammates.
Technion - Israel Institute of Technology
Doctor of Philosophy - PhD, Computer Science
January 1, 2017 – October 1, 2021
Technion - Israel Institute of Technology
Master of Engineering (MEng), Systems Engineering
January 1, 2012 – January 1, 2014
Technion - Israel Institute of Technology
Bachelor of Science (BSc), Electrical, Electronics and Communications Engineering
January 1, 2005 – January 1, 2009
Decart
Member of Technical Staff
November 1, 2025 – Present
Apple
Tech Lead – Depth Estimation & 3D Video Generation
October 1, 2024 – October 1, 2025
Apple
Senior Machine Learning Engineer
August 1, 2021 – October 1, 2024
Facebook AI
Research Scientist, Intern
June 1, 2020 – October 1, 2020
Tel Aviv District, Israel
Amazon
Applied Research Scientist, Intern
July 1, 2018 – October 1, 2018
Haifa, Haifa District, Israel
stealth start-up
Data Scientist and Algorithm Engineer
November 1, 2016 – November 1, 2017
Israeli Military Intelligence
Machine learning algorithms researcher and data analyst
September 1, 2015 – November 1, 2016
Israeli Military Intelligence - Unit 8200
Communications Phy R&D Team Leader
August 1, 2013 – September 1, 2015
Israeli Military Intelligence - Unit 8200
DSP & Digital Communications engineer
July 1, 2011 – August 1, 2013
Israeli Military Intelligence - Unit 8200
Technician Team Leader
September 1, 2009 – July 1, 2011
IBM
Middleware software developer student
May 1, 2008 – May 1, 2009
Cultural Fit Analysis
The candidate has a diverse background spanning military intelligence, startups, and large tech companies (Apple, Facebook AI, Amazon). This breadth of experience suggests adaptability to different organizational cultures. Their involvement in leading research and development, coupled with a strong academic background, indicates a proactive and continuous learning mindset. While the target role is 'Data Analyst', the candidate's experience is heavily skewed towards Machine Learning Engineering and Research Science, which might indicate a potential mismatch in day-to-day responsibilities if the Data Analyst role is purely focused on business intelligence and reporting rather than advanced analytical model development. The lack of explicit project diversity outside of ML/AI could be a minor concern for a pure data analyst role.
Soft Skills & Operational Fit
The candidate demonstrates strong leadership and mentorship skills from their Tech Lead role at Apple and team leadership positions in the Israeli Military Intelligence. Their experience in defining technical vision, coordinating execution, and managing projects indicates strong operational fit. The descriptions also suggest problem-solving abilities and a drive for innovation. However, without specific psychometric test results, a deeper assessment of work attitude, stress handling, and team collaboration is limited.