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Team leader AI & Computer Vision | ML | LLM | Deep Learning | Signal Processing | Mentor
Translating complex AI problems into business-transforming products. With expertise in AI, Computer Vision, Machine/Deep Learning, Image, Speech, and Signal Processing. I was part of the initial teams at two automotive technology startups (2 out of 3 startups) both of which successfully achieved an "Exit."!!! With 9 commercially successful patents, including deep learning, visual perception, speech enhancement, and signal processing, I am recognized as a thought leader in my field. I am a versatile team player who thrives in both individual and team environments. As a highly motivated self-starter and autodidact, I am comfortable taking on the role of tech lead, leader, or research engineer in a cutting-edge, innovative team. My ability and experience to effectively collaborate with cross-functional teams and stakeholders make me a valuable asset to any organization. Mentor in the (AI) Adelson mentorship program. Committee member for the graduates' examination Served in an elite technology unit in IDF. Specialties: DeepTech Computer vision: - Perception: Deep learning-based detection, classification, segmentation and tracking techniques for 2D, 2.5D, 3D and thermal (LWIR) modalities. - Re-identification and Novelty detection. - Remote sensing, change detection, and multi-sensor fusion. - Stereo vision, camera anatomy, calibration, and Image processing. ML, Statistical modeling, and optimization. AI/NLP - GPT/LLM-based semantic summarization of scenes - Generative AI: Multi-modal understanding and retrieval by empowering LLMs - Semantic search and retrieval. Fine-tune LLMs and PeFT. Transformer-based models hands-on and understanding. Speech Recognition/Processing: - Automatic Speech Recognition (ASR) in a non-stationary, harsh environment with noise compensation and speaker/model adaptation using sparse data for car kit application. - Adaptive Voice Ac
Tel Aviv University
Computer vision
January 1, 2014 – January 1, 2014
Ben-Gurion University of the Negev
Master of Science - MS, Machine learning
N/A – Present
Ben-Gurion University of the Negev
Bachelor of Science - BS, Signal processing
N/A – Present
Rail Vision Ltd
AI/CV Team leader
July 1, 2024 – Present
Israel · Hybrid
Adelson School of Entrepreneurship
AI Mentor for Early-Stage Founders and Entrepreneurs
January 1, 2024 – August 1, 2025
Israel
Huawei
Sr. AI applied researcher and Individual Contributor
October 1, 2021 – August 1, 2024
Tel Aviv, Israel
MSD Animal Health Intelligence Technology Labs
Tech. Lead Sr. Deep Learning ML and Computer Vision
January 1, 2020 – October 1, 2021
Israel
Huawei Technologies
Sr. Deep learning engineer for edge devices within computer vision
November 1, 2017 – December 1, 2019
Israel
Innoviz Technologies
Computer Vision and Deep Learning Leader (Went to IPO)
January 1, 2016 – December 1, 2017
Xsight Systems
Machine Learning and Computer Vision Research engineer
January 1, 2014 – December 1, 2015
Airspan Networks
Algorithm and system engineer
January 1, 2011 – July 1, 2014
Autotalks
Senior algorithm designer (Acquired by Qualcomm)
February 1, 2009 – January 1, 2011
Alvarion
Algorithm team leader
February 1, 2005 – January 1, 2009
Conexant Embedded Modem - Fax
January 1, 2001 – January 1, 2004
Voice band modem (up to 56Kbps standard V.90) and fax (up to 14.4Kbps standard V.17) - Real-time signal processing running on various general-purpose processors
Conexant Software Modem - Fax - Speakerphone
January 1, 1997 – January 1, 2004
Voice band modem (up to 56Kbps standard V.92) and fax (up to 14.4Kbps standard V.17), with speakerphone and telephone answering machine - Real-time signal processing running on general-purpose processor of the PC, using PCI or AC-Link or HD-Audio codec.
SSI Scuba
SSI
June 24, 2026 – Present
Cultural Fit Analysis
The candidate has a diverse background working in various companies from startups (Innoviz Technologies, Autotalks) to large corporations (Huawei, MSD Animal Health Intelligence Technology Labs). The project diversity, while limited to two personal projects focused on modems, shows a foundational understanding of signal processing. The extensive experience in AI/ML/CV aligns well with roles requiring innovation and advanced technical contributions. However, the target role 'Data Analyst' is a significant mismatch with the candidate's senior-level AI/ML/CV leadership and research experience. The candidate's profile is heavily skewed towards AI/ML/CV engineering and research, not traditional data analysis.
Soft Skills & Operational Fit
The candidate's resume indicates strong leadership, mentoring, and collaboration skills through roles like 'AI/CV Team leader', 'AI Mentor', and 'Technical Lead'. Experience in managing teams, collaborating with global stakeholders, and guiding teammates suggests good operational fit for senior roles requiring team management and cross-functional interaction. The descriptions also imply problem-solving and innovation capabilities.