Valentin TUBEUF

– Structured an AI integration and orchestration venture for industrial SMEs (metallurgy, manufacturing, energy, transportation) to help companies deploy AI solutions into business processes. – PRODUCT DEFINITION & MARKET VALIDATION – Conducted market analysis of industrial AI sector in Loire Valley – Structured 4-pillar offering: audit & consulting, technical scoping, development, deployment & industrialization – Identified 12 high-value use cases: ERP/CRM integration, workflow automation, engineer time optimization – Validated product-market fit via interviews with SME decision-makers – TECHNICAL PRODUCT DEVELOPMENT & ARCHITECTURE – Designed product vision based on AI orchestration (GenAI, autonomous agents, intelligent workflows) – Developed 3 functional POCs (workflow automation, operational agents) – Defined solution architectures and technical constraints for industrialization – Led technical stack decisions: AI stack (Claude, GPT, Mistral), frameworks (n8n, Make, LangChain), cloud infrastructure – Documented technical offer – INTENSIVE TECHNICAL UPSKILLING (Builder Mindset) – 300+ hours hands-on training: LLM, GenAI, RAG, MCP, autonomous agents, workflow automation, MLOps – Developed builder skills: APIs, n8n, Make, prompt engineering, agent orchestration – Participated in 15+ AI events: Google Cloud, Scaleway, Databricks, UncodeSchool, La Wagon, MLOps Community – Built strategic network of experts and technology partners in French AI ecosystem – KEY LEARNINGS – Gained unique insights into B2B AI industrialization: technological gaps (legacy integration, data quality), organizational barriers (user adoption, change management), critical importance of product-market fit, and necessity of rigorous field validation before scaling.

– Led the complete product lifecycle: from strategic definition (roadmap, budgets, KPIs) to industrialization and commercial launch of real-time AI-powered edge devices with proprietary ML algorithms, while arbitrating critical technical decisions (AI platforms NPU/GPU/SoC, system architecture, latency/energy constraints) – Translate user needs and market insights into technical requirements and product roadmap, – Ensure the compliance with milestones, deliverables, timelines, budgets, quality standards, risk identification, and the enforcement of applicable procedures and norms, – Design end-to-end architecture for edge AI systems, integrating sensors, embedded compute, neural models, interfaces, and connectivity, – Coordinate multidisciplinary teams (embedded SW, ML, hardware, project leads) to ensure consistent, functional, and robust solutions, – Lead technical decisions on AI platforms (NPU, GPU, SoC) and algorithms, with focus on latency, power efficiency, and reliability, – Act as client interface for industrial deployments: delivered demos, PoCs, and ensured smooth on-site integration, – Oversee the creation of the system's technical documentation, – Provide monthly reporting to the Executive Committee.

– Led the design and integration of aircraft electrical systems for power distribution, control, and command of critical onboard functions, – Led projects, encompassing the definition, execution, and justification of equipment, while adhering to requirements and the Quality, Cost, Delivery (QCD) framework, through to series production, – Defined and formalized system requirements and specifications in close coordination with the program owner, – Assigned workloads to internal teams, and monitored external suppliers, – Acted as technical focal point for internal stakeholders and customers, ensuring alignment on performance, safety, and certification requirements.

– Chargé de la conception, du développement, de la qualification et de la justification de systèmes (câblages, équipements de contrôle/commande et équipements de gestion des alimentations avion), – Interactions avec les entités programme, architectes, responsables systèmes, qualité, industrielles, soutient, maintenance, – Converger sur les exigences système avec le maitre d'ouvrage, – Évaluer l'architecture du système, dimensionnement technique, safety, – Évaluer les technologies et solutions innovantes dans mon domaine, – Conception des systèmes (architecture, dimensionnement) câblages, architecture électrique des équipements de contrôle/commande, équipement de gestion des alimentations avion, moyens d'essais, – Définir la logique d'intégration/vérification/validation système en cohérence avec la logique d'intégration et la logique programme, – Déterminer les essais à réaliser, – Réaliser et exploiter les essais d'intégration, de vérification et de validation, – Assurer le traitement des faits techniques relatifs à la conception, – Démontrer la conformité finale du système aux exigences, – Participer à l'élaboration de la documentation technique et de la documentation de maintenance des équipements.

– Chargé de la mise au point d'un testeur/simulateur multiphysique numérique pour la validation de systèmes d'Essais en vol, – Construire une bibliothèque des composants électriques utilisés dans les systèmes d'essais en vol, – Modélisation numérique des systèmes (à partir des schémas électriques réalisés par le bureau d'études), – Modélisation numérique de bancs de test (permettant la validation de l'architecture du système), – Création d'une passerelle informatique entre différents logiciels (Mathlab simulink, Dymola, Control build) permettant de jouer des scénarios de test représentatifs des scénarios rencontrés en vol, – Dérouler des séquences de test de validation des systèmes numérisés sur bancs numérique, – Remonter les potentielles pannes vers les concepteurs systèmes ou validation du système pour lancement de fabrication.

– R&D in a Power Generation lab of Universiti Tenega National. – Feasibility study, design, development and implementation of HydroTurbine system operating with harvested rainwater for in-house power generation, – Sizing of the harvesting system, the pipping system, the turbine (CAD/CFD), the generator and the battery, – Participation in a trade show / forum of innovation projects to obtain grants from Tenaga Nasional company.

– Internship in a company specialising on metering solutions for world-wide energy markets. Cable path installation and wiring on high temperature unit. I assisted the director, engineers and technicians in their missions.