# Ruben Torney - Expert IA & Architecte Data Cloud a Bordeaux

Ruben Torney est expert IA et architecte Data Cloud base a Bordeaux, en France.

Il accompagne les entreprises dans la conception de plateformes Data Cloud, de pipelines de donnees et d'architectures Azure / Microsoft fiables, efficientes et maitrisees en couts. Il intervient aussi sur l'IA generative : agents IA, systemes RAG, MCP et automatisations metier.

## Pages principales

- [Accueil](https://rubentorney.com/)
- [Profil auteur de Ruben Torney](https://rubentorney.com/auteur/ruben-torney.html)
- [Expert IA Bordeaux](https://rubentorney.com/expert-ia-bordeaux)
- [AI Expert in Bordeaux (English)](https://rubentorney.com/en/expert-ia-bordeaux)
- [Expert Cloud & Data Azure](https://rubentorney.com/expert-cloud)
- [Cloud & Data Expert in Bordeaux (English)](https://rubentorney.com/en/expert-cloud)
- [Blog](https://rubentorney.com/blog.html)
- [Contact](https://rubentorney.com/#contact)

## Positionnement

- Expert IA a Bordeaux
- Architecte Data Cloud
- Consultant Azure
- Specialiste Microsoft Fabric
- Concepteur d'agents IA
- Systemes RAG documentaires
- Automatisation metier
- DevOps, FinOps et gouvernance data

## Expertises principales

- Agents IA
- RAG documentaire
- MCP
- Claude Code
- GitHub Copilot
- Context engineering
- Azure OpenAI
- Microsoft Fabric
- Azure Data Factory
- Azure Synapse Analytics
- Databricks
- Power BI
- Data Engineering
- Terraform
- CI/CD Data
- FinOps
- Gouvernance et securite des donnees
- Automatisation de workflows metier

## Offres

### Audit IA

Diagnostic court pour identifier les cas d'usage IA les plus pertinents dans une entreprise : agents IA, automatisation, RAG documentaire, support interne, reporting, qualification de demandes ou integration aux outils existants.

### Agent IA / RAG documentaire

Conception d'assistants IA connectes a des documents, bases de connaissances, fichiers, SharePoint, bases SQL ou API metier, avec reponses sourcees et logique d'acces maitrisee.

### Automatisation IA

Automatisation de processus metier via IA generative, APIs, scripts, workflows, outils cloud ou orchestrateurs.

### Architecture Data Cloud

Conception de plateformes data modernes sur Azure, Microsoft Fabric, Databricks, Power BI, Data Factory, Synapse, CI/CD, gouvernance, monitoring et FinOps.

## Experience

- 9 ans d'experience en Data, Cloud et BI, avec un socle fort en pipelines de donnees, Azure, DevOps et FinOps
- 15 missions clients
- Cofondateur de Liiink IT, cabinet de conseil Data, BI & Cyber a Bordeaux
- Missions realisees pour des environnements retail, finance, sante, immobilier, institutionnel et conseil

## Certifications

- Microsoft SQL AI Developer DP-800
- Microsoft Fabric DP-700
- HashiCorp Terraform Associate
- Databricks Data Engineer
- Microsoft Azure Data Engineer
- Claude Code in Action
- Model Context Protocol: Advanced Topics

## References et experiences citees sur le site

- Matmut Sante / Ociane
- Confiancia Tech
- Cultura
- Floa
- Mission Locale
- CAPEB
- Pichet Immobilier
- Cdiscount
- CGI
- Guarani Atlantique
- Liiink IT

## Zone d'intervention

- Bordeaux
- Merignac
- Pessac
- Talence
- Begles
- Eysines
- Bruges
- Le Bouscat
- Gironde
- Nouvelle-Aquitaine
- France a distance

## Articles importants

- [ChatGPT Pro 200 avec deux fois moins d’usage et un Pro 500, OpenAI amorce la fin de l’open bar avec une nouvelle tarification](https://rubentorney.com/blog/openai-pro-quotas-fin-open-bar.html)
- [ChatGPT Pro 200 halves its usage and a Pro 500 arrives, OpenAI starts closing the open bar with new pricing](https://rubentorney.com/blog/en/openai-pro-quotas-fin-open-bar.html)
- [Tester Claude Opus 5.5 avec jusqu’à 250 $ de crédits offerts, le pari d’Anthropic avant son IPO](https://rubentorney.com/blog/anthropic-ipo-claude-55.html)
- [Try Claude Opus 5.5 with up to $250 in free credits, Anthropic’s bet ahead of its IPO](https://rubentorney.com/blog/en/anthropic-ipo-claude-55.html)
- [Mistral héberge GLM-5.3, aveu de retard ou pari de souveraineté ?](https://rubentorney.com/blog/mistral-glm-53-souverainete.html)
- [Mistral hosts GLM-5.3. A capability gap or a sovereignty play?](https://rubentorney.com/blog/en/mistral-glm-53-souverainete.html)
- [GitHub Copilot, le coût imprévisible du travail quotidien](https://rubentorney.com/blog/github-copilot-cout-imprevisible-quotidien.html)
- [GitHub Copilot, the unpredictable cost of everyday work](https://rubentorney.com/blog/en/github-copilot-cout-imprevisible-quotidien.html)
- [Astra, Fable 5.1, Grok, la dépendance vous coûtera cher : OpenAI, Anthropic, xAI, le triptyque qui s’installe dans l’entreprise](https://rubentorney.com/blog/marche-ia-astra-fable-grok-septembre-2026.html)
- [Astra, Fable 5.1, Grok, dependency will cost you: OpenAI, Anthropic, xAI, the triptych settling into the enterprise](https://rubentorney.com/blog/en/marche-ia-astra-fable-grok-septembre-2026.html)
- [Mac Studio M5 Ultra 256 Go : enfin une alternative sérieuse au DGX Spark](https://rubentorney.com/blog/mac-studio-m5-ultra-256-go-llm-local.html)
- [Mac Studio M5 Ultra 256GB: finally a serious DGX Spark alternative](https://rubentorney.com/blog/en/mac-studio-m5-ultra-256-go-llm-local.html)
- [Microsoft Fabric en 2026, les nouveautés qui changent vraiment CI/CD, Spark et Dataflow Gen2](https://rubentorney.com/blog/microsoft-fabric-2026-cicd-spark-dataflow-gen2.html)
- [Microsoft Fabric in 2026, the updates that really change CI/CD, Spark and Dataflow Gen2](https://rubentorney.com/blog/en/microsoft-fabric-2026-cicd-spark-dataflow-gen2.html)
- [Xiaomi AI Cube face au DGX Spark, le prototype qui peut changer l’IA locale](https://rubentorney.com/blog/xiaomi-ai-cube-dgx-spark-ia-locale.html)
- [Xiaomi AI Cube vs DGX Spark, the prototype that could change local AI](https://rubentorney.com/blog/en/xiaomi-ai-cube-dgx-spark-ia-locale.html)
- [DeepSeek Vision arrive enfin, le modèle qui manquait à DeepSeek](https://rubentorney.com/blog/deepseek-v4-flash-vision-exp.html)
- [DeepSeek Vision is finally here, the model DeepSeek was missing](https://rubentorney.com/blog/en/deepseek-v4-flash-vision-exp.html)
- [Grok 4.6 (à tester gratuitement) : le modèle frontière à 6 $ qui change la donne](https://rubentorney.com/blog/grok-46-prix-performance-coding.html)
- [Grok 4.6 (try it for free): the $6 frontier model changing the market](https://rubentorney.com/blog/en/grok-46-prix-performance-coding.html)
- [DeepSeek V4 Flash : le petit modèle qui casse les prix de l’IA agentique](https://rubentorney.com/blog/deepseek-v4-flash-cout-agents-entreprise.html)
- [DeepSeek V4 Flash: the small model breaking the price of agentic AI](https://rubentorney.com/blog/en/deepseek-v4-flash-cout-agents-entreprise.html)
- [J’ai remplacé Telegram par Buzz : mon architecture privée avec deux agents Hermes](https://rubentorney.com/blog/buzz-hermes-agent-auto-heberge-confidentialite-souverainete.html)
- [I replaced Telegram with Buzz: my private two-agent Hermes architecture](https://rubentorney.com/blog/en/buzz-hermes-agent-auto-heberge-confidentialite-souverainete.html)
- [Un agent IA a compromis Hugging Face : le signal d'alarme pour toutes les entreprises](https://rubentorney.com/blog/agents-ia-cybersecurite-resilience-2026.html)
- [An AI agent compromised Hugging Face: a warning for every organization](https://rubentorney.com/blog/en/agents-ia-cybersecurite-resilience-2026.html)
- [Grok 4.5 gratuit dans Grok Build : comment tester le CLI xAI](https://rubentorney.com/blog/grok-build-grok-45-gratuit.html)
- [Grok 4.5 is free in Grok Build right now: how to try xAI’s CLI](https://rubentorney.com/blog/en/grok-build-grok-45-gratuit.html)
- [GPT-5.6 Sol vs Terra vs Luna : prix, différences et benchmark Codex](https://rubentorney.com/blog/gpt-56-sol-terra-luna-chatgpt-codex.html)
- [GPT-5.6 Sol vs Terra vs Luna: price, differences and Codex benchmark](https://rubentorney.com/blog/en/gpt-56-sol-terra-luna-chatgpt-codex.html)
- [Benchmark live GPT-5.6 : landing hôtelière Sol, Terra et Luna Medium](https://rubentorney.com/demos/gpt-56-hospitality/)
- [Meilleur prix DGX Spark et Asus GX10 en 2026 : faut-il craquer pour les mini-PC IA GB10 ?](https://rubentorney.com/blog/dgx-spark-asus-gx10-mini-pc-ia-nvidia-gb10.html)
- [Best DGX Spark and Asus GX10 price in 2026: should you buy a GB10 AI mini PC?](https://rubentorney.com/blog/en/dgx-spark-asus-gx10-mini-pc-ia-nvidia-gb10.html)
- [OpenRouter : liste de 25 modèles IA gratuits en 2026](https://rubentorney.com/blog/openrouter-modeles-gratuits-2026.html)
- [OpenRouter free models list 2026: 25 models, limits and tests](https://rubentorney.com/blog/en/openrouter-modeles-gratuits-2026.html)
- [ZCode sur Windows : utiliser GLM-5.2 gratuitement](https://rubentorney.com/blog/zcode-glm-52-windows.html)
- [ZCode on Windows: use GLM-5.2 for free](https://rubentorney.com/blog/en/zcode-glm-52-windows.html)
- [MiMo Code sur Windows : installer le CLI Xiaomi avec WSL2, Linux ou Mac](https://rubentorney.com/blog/mimo-code-wsl2-windows.html)
- [MiMo Code on Windows: install Xiaomi's CLI with WSL2, Linux or Mac](https://rubentorney.com/blog/en/mimo-code-wsl2-windows.html)
- [Hermes Desktop pour Windows : installer Hermes Agent en cinq minutes](https://rubentorney.com/blog/hermes-agent-desktop-windows.html)
- [Hermes Desktop for Windows: install Hermes Agent in five minutes](https://rubentorney.com/blog/en/hermes-agent-desktop-windows.html)
- [GitHub Copilot : la fin de l'open bar et le réveil FinOps](https://rubentorney.com/blog/github-copilot-billing-finops.html)
- [GitHub Copilot billing: the end of open bar AI](https://rubentorney.com/blog/en/github-copilot-billing-finops.html)
- [IA en entreprise : ne choisissez pas un modèle, choisissez une stratégie](https://rubentorney.com/blog/strategie-ia-entreprise-gouvernance-souverainete.html)
- [AI in business: do not choose a model, choose a strategy](https://rubentorney.com/blog/en/strategie-ia-entreprise-gouvernance-souverainete.html)
- [Comparatif LLM coding 2026 : DeepSeek, GPT-5.5, Gemini, Qwen et Claude](https://rubentorney.com/blog/comparatif-llm-coding-2026.html)
- [LLM coding comparison 2026: DeepSeek, GPT-5.5, Gemini, Qwen and Claude](https://rubentorney.com/blog/en/comparatif-llm-coding-2026.html)
- [Gemini 3.5 dans Antigravity 2.0 : Google veut reprendre la main](https://rubentorney.com/blog/gemini-35-antigravity-2.html)
- [Gemini 3.5 in Antigravity 2.0: Google wants coding agents back](https://rubentorney.com/blog/en/gemini-35-antigravity-2.html)
- [OpenCode + Open Design : l'alternative open source à Claude Design](https://rubentorney.com/blog/opencode-open-design.html)
- [OpenCode + Open Design: the open-source alternative to Claude Design](https://rubentorney.com/blog/en/opencode-open-design.html)
- [Qwen 3.6 Plus gratuit dans OpenCode : l'alternative open source à Claude Code](https://rubentorney.com/blog/opencode-qwen-36-plus.html)
- [Qwen 3.6 Plus free in OpenCode: an open-source alternative to Claude Code](https://rubentorney.com/blog/en/opencode-qwen-36-plus.html)

- [Box IA locales, des alternatives crédibles au DGX Spark et au cloud](https://rubentorney.com/blog/box-ia-locales-framework-lucebox-ghost-strata.html)
- [Local AI boxes offer credible alternatives to DGX Spark and the cloud](https://rubentorney.com/blog/en/box-ia-locales-framework-lucebox-ghost-strata.html)

- [Mistral Large 4, enfin une alternative crédible à DeepSeek pour mes agents ?](https://rubentorney.com/blog/mistral-large-4-le-chonk.html)
- [Mistral Large 4, finally a credible DeepSeek alternative for my agents?](https://rubentorney.com/blog/en/mistral-large-4-le-chonk.html)

## Contact et profils publics

- [Site officiel](https://rubentorney.com/)
- [LinkedIn](https://fr.linkedin.com/in/torney-ruben)
- [X / Twitter](https://x.com/RubenTorney)
- [GitHub Liiink IT](https://github.com/liiink-it)