Freelancer profile translated to English.
Back to original languageAbout Dorián
I support companies, startups, and product teams in the practical adoption of artificial intelligence: from understanding technologies to deploying operational solutions.
My approach combines:
• understanding business challenges
• rapid prototyping of AI solutions
• skills transfer to teams
I regularly work with organizations looking to structure their AI strategy or train their technical and product teams.
In parallel, I am developing Naopix, an autonomous photo and video capture system for sports events based on computer vision.
Don't forget to keep a critical eye on technologies to understand their limitations, biases, and real impacts before adopting them.
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Main activities
• AI Consulting & Development
• Computer Vision (detection, tracking, recognition)
• Machine Learning and Deep Learning
• Rapid prototyping of AI systems
• Automation and embedded systems
Training
• Python for Data and AI
• Machine Learning & Deep Learning
• Data Analysis (Python, SQL, Pandas)
• Introduction to Generative AI tools
• Computer Vision
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Recent experiences
Le Wagon
Teacher for the Data Science & Data Analyst programs.
Courses and support on:
• Python
• SQL
• Machine Learning
• Deep Learning
• MLOps
Referent for projects involving Computer Vision and image processing.
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Agoriade
Trainer for AI Project Manager / AI Product Builder courses.
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Anduril
AI Consultant for industrial clients on computer vision and automation issues.
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Groupe GPI
Implementation of specialized Copilot / Copilot Studio agents for several industrial subsidiaries:
• SEIREL
• SERA
• GERAL
• BONTRONIC
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Naopix
Autonomous photo and video capture system for sports events.
Technologies:
Computer Vision, YOLO, Edge AI, hardware automation.
French
Native or bilingual
English
Fluent
Can work on-site
Nantes (up to 50km), Paris (up to 10km)
Experience
- Le WagonTeacherEDUCATION AND E-LEARNINGJanuary 2025 - Today (1 year and 5 months)Nantes, FranceTeacher for students on the Data Science & AI programmePython - SQL - ML - DeepLearning - Projects
- NaopixCEO & FOUNDERSeptember 2024 - Today (1 year and 9 months)AI-powered system for automated video capture and segmentation in sports Trained custom CNN and Siamese Network models ; also leveraged pre trained YOLO models for horse and rider detection tasks. Multi-cam management and automated video processing Equestrian competition video coverage
- SmartPixelsVP OPERATIONS & PRODUCTIONMay 2019 - November 2023 (4 years and 6 months)Leading the development of Product Visual Studio: B2B SaaS platform enabling customers to export photo-realistic 3D renderings Supervising the deployment of interactive 3D product configuratorsfor e-commerce platforms such as Shopify, Magen to and PrestaShop Key account manager for PacoRabanne, Carolina Herrera, Globe-Trotter, Chloé and Church's Board of Director's member Managing a high performing team of Project Mana gers, UX/UI Designers, Software Developers, Design Engineers and Technical 3D Artists
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