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AI | Deep Learning | Computer Vision
I'm a machine-learning & deep-learning expert, specializing in computer vision and image processing applications. I hold a master's degree in medical image processing from Tel-Aviv University, with a research thesis on brain connectivity analysis. I have 15 years of experience in both practical research and hands-on development of sophisticated end-to-end machine learning and computer vision projects. I am experienced in all aspects of a ML / CV project development, including: • Business problem identification and definition. • Data gathering, storage & labeling. • Algorithm development. • Experimentation cycle definition & development. • Business & algorithm metrics (KPIs) definition and presentation. I specialize in: • Hands-on development of solutions to challenging ML / CV problems. • Integration of multi-disciplinary efforts which combine all of a machine-learning project aspects, from problem definition to productization. • Guide teams in developing the right algorithmic R&D methodologies.
Tel Aviv University
M.Sc, Biomedical engineering
January 1, 2007 – January 1, 2010
Ben-Gurion University of the Negev
B.Sc, Communication systems engineering
January 1, 1998 – January 1, 2002
Firmus
AI Tech Lead
November 1, 2025 – Present
Tel Aviv District, Israel · Hybrid
Self-employed
Independent machine & deep-learning consultant specializing in computer vision applications
June 1, 2021 – Present
Israel
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Cultural Fit Analysis
The candidate has a diverse background, transitioning from hardware design to algorithm development, and then specializing in machine learning and computer vision across various industries including medical, sports, and general visual search. This adaptability and breadth of experience suggest a potential for good cultural fit in dynamic, innovation-driven environments. The consultant role also indicates a proactive and independent work style. However, the lack of explicit project details or community involvement makes it difficult to fully assess cultural alignment beyond professional adaptability.
Soft Skills & Operational Fit
The candidate's experience as an 'AI Tech Lead' and 'Independent machine & deep-learning consultant' suggests strong leadership, problem-solving, and project management skills. The descriptions indicate an ability to integrate multi-disciplinary efforts and guide teams, which are crucial for operational fit in senior roles. However, without specific psychometric test results, a detailed assessment of work attitude, stress handling, and team collaboration is not possible.