Freelancer profile translated to English.
Back to original languageAbout Morgan
I design, unlock, and deploy end-to-end Data systems. From visual extraction (Edge) to multi-agent orchestration (GenAI). Focus on ROI, performance, and production deployment.
📦 Offers (Commando Interventions)
- 🚀 MVP 0 to 1 (Express Launch): Architecture, development (Vision/GenAI), and initial deployment. From idea to market-testable product in record time.
- 🚑 Tech Rescue (Audit & Salvage): Stagnant models? Edge latency, LLM hallucinations, technical debt. Flash audit, refactoring, and production transition.
- 🛠️ Fractional Tech Lead: Structuring your Data/AI team, MLOps setup, delivering your technical roadmap.
🧠 Technical & Managerial Expertise
- GenAI & Agentic Systems: LLM / VLM architectures, RAG, autonomous multi-agent workflows (understanding, reasoning, action).
- Computer Vision & Edge AI: Real-time OCR, facial matching. Ultra-optimized algorithms for edge devices (zero latency).
- MLOps & Leadership: End-to-end deployment on client infrastructure. Direct management of technical teams (up to 5 engineers).
🛠️ Technical Stack
- Vision & ML: Python, PyTorch, OpenCV, TensorRT, Paddle/Tesseract
- GenAI: LangChain, LlamaIndex, CrewAI, LLMs (OpenAI, Anthropic, HF)
- Ops & Cloud: Docker, FastAPI, AWS/GCP, OnPremise
🎯 Added Value
Perception + Decision: I give eyes (CV) and a brain (GenAI) to your workflows.
Raw Performance: Lightweight and fast models (Edge/Cloud).
Pragmatism: Pure technology in service of your business challenges.
📩 Let's talk about your architecture and unlock your deployments.
French
Native or bilingual
English
Fluent
Spanish
Conversational
Persian
Basic
Can work on-site
Paris (up to 50km), Lyon (up to 10km), Lille (up to 10km), Bordeaux (up to 10km), Nantes (up to 10km)
Experience
- ONEEXAI Solution ArchitectDEFENSE AND MILITARYFebruary 2025 - March 2026 (1 year and 1 month)Paris, FranceEnd-to-end leadership of complex visual artificial intelligence solution design, while mentoring the technical team to ensure smooth and high-performance deployments directly on our clients' infrastructure.Key Achievements & Impact:🧠 Advanced Algorithmic Development: Design and training of a facial matching algorithm (identity recognition and verification), with a focus on model accuracy and robustness.⚡ Edge Computing & Real-Time Optimization: Creation of a complete OCR pipeline specifically designed to run on edge devices. Technical challenge met: ensuring real-time data extraction, without latency, and with significant hardware constraints.🎯 Leadership & Team Management: Technical direction and daily mentoring of a multidisciplinary team of 5 people (Data Engineers and Developers). Structuring development processes and ensuring the quality of delivered code.🚀 Client Deployment (MLOps): Management of "end-to-end" production deployment. Integration and direct deployment of models at end clients, ensuring the reliability and operational maintenance of algorithms.
- Quantic FactoryQuantic FactorySOFTWARE PUBLISHINGMay 2021 - March 2026 (4 years and 10 months)Paris, France🤝 Lead Engineer for 12 data engineers (data engineer, data ops, web dev)📡 Real-time & async infrastructure for e-commerce data processing.Responsibility- Specifications- Development- MonitoringFeatures- Creation of a first-party, cookie-less, and consent-less web tracking system ;)- Development of a formally proven analytics software.- 1:1 marketing scoring- Reverse ETL- Human and financial project tracking
- FreelanceFreelanceDIGITAL AND ITJanuary 2017 - Today (9 years and 5 months)Latest achievementsWeb Software / ETL:- (Startup sold 💸) Implementation of a real-time interconnection server between Shopify, an ERP in SaaS (ExactOnline), and a logistics provider- Development of an ERP Exact Online synchronization app- Development of a Logistics synchronization appShopify Services:- Migration from Prestashop and Magento- Implementation of a marketing attribution platformE-commerce Optimization:- Max Daumin --> performance and security optimization- Manucurist --> Complete migration from Prestashop to Shopify- iscoot.fr --> Creation of an e-commerce site for electric scootersMobile Applications (iOS + Android):- Phoenix --> An application for addictions, with Sainte Anne hospital (ionic + django)- Français en Voyage --> Find restaurants around you (native Java + Swift)- Médiation Justice --> Contact a legal and conventional mediator (ionic)- Castor -> Create, record, edit, share podcasts (ionic)
Reviews
Axel
DEMAIN - PRISMA MEDIA
Reviewed on 7/10/2019
Thank you for this assignment Morgan, the deadlines were tight and the project technically demanding, yet everything went perfectly.
Axel
DEMAIN - PRISMA MEDIA
Reviewed on 5/28/2019
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Education
- Expert in information and communication technologiesHETIC2017