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Arnaud ValensiAV

Arnaud Valensi

AI Engineer & Software Architect | Agents, LLMOps, GenAI

€780/day
3 projects
Paris, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Arnaud

I buildGenerative AI (GenAI)systems, deploy them on your infrastructure of choice, and operate them long-term.

I designed and runMerlin Cloud(merlincloud.dev): an agentic AI SaaS platform built solo, end-to-end.Open source, in production.

Product Engineer, 15 years of experience.4 years leading the architecture of critical financial systems at XBTO (crypto-finance). Previously: L'Oréal, Ekimetrics, Forest Admin (eFounders / Hexa, behind Aircall and Spendesk).

What I deliver

- 🤖 **Agents & LLMs**: multi-agent orchestration, MCP, RAG (LangChain, Pinecone, pgvector), LLM integration

- 🏗️ **Complete product**: AI-native from A to Z, back-end (Node.js, Python, C#, Go, Rust), front-end (React, Next.js, HTMX), APIs
- ⚙️ **Business process automation**: workflows and scheduled agents
- 🔒 **Security & governance**: DevSecOps, CI/CD vulnerability analysis (Snyk, Trivy), enterprise authentication (SSO, Okta, Keycloak), GDPR, AI Act

I deploy where you want

Proprietary models (GPT, Claude, Gemini) or open-source, according to your constraints; I do not train models.
- ☁️ A managed platform that I host and operate
- 🏠 Your own infra (AWS, Azure, GCP, on-prem), self-hosted models (Llama, Qwen, Mistral), **your data stays with you**, GDPR
- 🛠️ Or an infra that I set up for you
- 📊 Observability (OpenTelemetry, Datadog, Grafana), CI/CD, Docker/Kubernetes; long-term maintenance and evolution

Whether you're starting from a POC, from scratch, or have an existing online product (finance, regulated or sensitive environments),I deliver a reliable production system.

🎯 Roles:Forward Deployed Engineer, Platform Architect / Engineer, GenAI Tech Lead

Available 3 to 5 days/week, remote or on-site.

Describe your need, and I'll quickly tell you if I'm the right person.Response within 2 hours.
  • English

    Fluent

  • French

    Native or bilingual

Can work on-site
Paris (up to 50km)

Experience

  • BigSeed Studio
    Merlin Cloud: Founder & Product Engineer
    SOFTWARE PUBLISHING
    April 2026 - July 2026 (3 months)
    Paris, France
    Merlin Cloud is anagentic development environment (agentic coding)SaaS platform, in production (merlincloud.dev), which I designed and operate solo, end-to-end. **An AI-native product**, under my company BigSeed Studio.

    - **Multi-agent and multi-model orchestration**, scheduled agents.
    - **Connect any model**: proprietary (GPT, Claude, Gemini) or self-hosted open-source (Llama, Qwen, Mistral).
    - **Security & governance**: authentication (Clerk/JWT), CI/CD vulnerability analysis, testing, observability, data governance (GDPR), deployment on infrastructure I control.
    - **The complete product around it**: product definition (positioning, pricing, subscription), UX/UI and landing pages, multi-tenant containers, reverse tunneling, Stripe billing, admin dashboard (events, analytics).

    Stack: Python/FastAPI, HTMX, Tailwind, rootless Podman, PostgreSQL, Stripe, Clerk, MCP.
    AI Agent LLMOps MCP Software Architecture SAAS
  • XBTO France
    Senior Software Engineer – Financial Systems
    PRIVATE EQUITY
    January 2022 - April 2026 (4 years and 3 months)
    Paris, France
    **I built and re-architected the financial data platform**, in a regulated environment and on sensitive data: ingestion and processing of **large volumes of market data (time series)**, reference data, balance and position engines, calculation of AUM, NAV, PnL, and exposures.



    **I unified access to all this data behind a single self-service API (single source of truth)**, also exposed via **MCP servers**, with two use cases:


    -for teams(accounting, operations, product): investigate issues faster and get answers to their financial questions in natural language;
    - **for AI agents**: triggered in case of error, they autonomously detect anomalies in the data and alert as early as possible, speeding up reconciliation and integrity checks, including **finding the root cause where existing systems failed**.

    I also **trained tech teams on the use of LLM tools**.

    Security & operations:enterprise authentication (Okta), CI/CD, data integrity checks, observability (Grafana), Kubernetes deployment on AWS.

    Stack: Python, C#, PostgreSQL, ClickHouse, SQL Server, NATS, AWS, Kubernetes, Okta, Grafana, MCP.
    Software Architecture MCP AI Agent Data Engineering Finance
  • Ekimetrics
    Full Stack Engineer
    CONSULTING AND AUDITS
    February 2021 - September 2021 (7 months)
    Paris, France
    Full-stack engineer for a major cosmetics group: I built a web platform to process and make readable the outputs of a machine learning pipeline, serving the business teams.

    Stack: Node.js, React, Next.js, BigQuery, Google Cloud.
    Node.js Next.js React.js BigQuery Google cloud

Reviews

5.0

Out of 3 ratings

F

Francois

L'Oréal S.A - CORPORATE

Reviewed on 1/18/2021

We called on Arnaud for a strategic project with very tight delivery deadlines. We had to build a web app from scratch. Arnaud was a great partner on this mission, bringing his development skills (React/Node), his versatility, and his good humor to the project. He has a great mindset and successfully led several demos to our internal clients. I recommend him!
F

Francois

L'Oréal S.A - CORPORATE

Reviewed on 1/13/2021

Recommendations

GP
FU
Greg Panzer and 1 other person have recommended Arnaud

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Education

  • Master's degree
    EPITECH - European Institute of Technology
    2014
  • 4th year
    California State University-San Marcos
    2013
    J'ai étudié l'IA et l'architecture informatique en Californie.

Skill set

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