Freelancer profile translated to English.
Back to original languageAbout Sagaf
Freelance senior in Computer Vision and embedded AI, I support startups, SMEs and large accounts in the design, development and deployment of robust, high-performance and industrializable AI solutions.
I have over 5 years of experience in deeptech projects combining computer vision, embedded AI, IoT, GIS and cloud, with a strong field and production orientation. I am involved in both exploratory R&D phases and large-scale deployed products.
In parallel, I have extensive experience in knowledge transfer and training, as a lecturer in embedded vision and trainer in AI, data science and Python for companies and universities.
My key skills: Computer Vision, Deep Learning, Embedded AI, Edge Computing, Python/C++, MLOps, AWS, IoT, GIS, with a pragmatic approach focused on impact, reliability and production deployment.
French
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 50km), Lyon (up to 50km)
Experience
- CocoparksLead Computer Vision and AIINTERNET OF THINGS (IOT)October 2024 - Today (1 year and 8 months)Paris, France• Development and management of computer vision MLOps pipelines.• Development and optimization of lightweight object detection models.• Close collaboration with product and operations teams to align models with business needs.
- DAEMAComputer Vision EngineerSOFTWARE PUBLISHINGJanuary 2023 - Today (3 years and 5 months)Paris, France
- Led various computer vision projects for startups, covering security applications and healthcare solutions.
- Authored over 20 detailed reports on AI through in-depth research, enhancing industry knowledge.
- Developed an automated system to extract nutritional information using image processing and machine learning, optimizing data entry from packaging.
- Developed a pedestrian distance estimation system with a ZED camera, providing real-time alerts to enhance safety.
- Albatros IntelligenceComputer Vision Fractional CTOAVIATION AND AEROSPACEFebruary 2022 - Today (4 years and 4 months)Paris, France
- Defined product specifications, developed the roadmap, and managed project workflows.
- Designed the technological strategy and mentored a team of 3 engineers.
- Developed an AWS cloud solution for transmitting videos, images, and geographical data.
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Education
- Master Biometrics and Intelligent Vision SystemsUniversité Paris-Est Créteil (UPEC)2021
- Master Embedded Systems for Signal, Image, and Sound ProcessingUniversité Clermont Auvergne (UCA)2020
Certifications
- Fundamentals of Deep Learning for Multi-GPUsNvidia2016