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M'Hammed El HanoutiME

M'Hammed El Hanouti

AI-Native Change Agent | Agile Coach SAFe STE/SPC

€1,000/day
Lyon 2e Arrondissement, FR
15+ years

Average response time: 1 hour

Freelancer profile translated to English.
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About M'Hammed

For 13 years, I have been supporting large companies (banking, logistics, automotive) in their transformation, in France and internationally, now at the crossroads of agile at scale and the adoption of artificial intelligence.

An engineering graduate from UTBM, a former Java/J2EE developer who became a project manager and then an expert in agile at scale, I am a certified SAFe SPC (SAFe Coach) and AI-Native Change Agent (Scaled Agile).

Today, I am a Solution Train Engineer (STE) and Portfolio Manager (VMO) at Renault Group, coordinating the planning, governance, and delivery of complex large-scale solutions: stakeholder alignment, value-driven management, risk management.

On AI topics, I help organizations move from experimentation to real and measurable business value: starting from value and use cases rather than technology; right-sizing the solution (Prompt, RAG, Fine-tuning, Agentic) according to cost, latency, and risk; avoiding common pitfalls (POCs without follow-up, AI disconnected from business); securing adoption through facilitation and change management; industrializing (production deployment, governance, MLOps/LLMOps).

I also conduct training in agile, agile at scale, and SAFe certifications (Leading SAFe, SAFe for Teams, PO/PM, Scrum Master, SAFe DevOps).

Are you exploring AI or want to secure your agile transformation? Let's talk.
  • French

    Native or bilingual

  • English

    Native or bilingual

  • Spanish

    Basic

Can work on-site
Lyon 2e Arrondissement (up to 50km), Paris (up to 50km), Genève (up to 20km)

Experience

  • Renault Digital
    Solution Train Engineer (STE)
    AUTOMOBILE
    January 2023 - Today (3 years and 7 months)
    Boulogne-Billancourt, France
    As a Solution Train Engineer (STE) for the Sales vertical deployment, I led the coordination to ensure value delivery in the phygital sales channel for Renault, Dacia, Alpine, and Mobilize brands globally. My responsibilities included team synchronization, organizational change support, and ensuring operational efficiency.

    • Managed solution delivery effectiveness using agile tools and processes.
    • Facilitated solution events (SAFe (Pre/Post PI Planning; Solution Train Sync; Architect Sync; System Demo…))
    • Managed risks and impediments.
    • Developed dashboards and decision-making support materials to guide actions.
    • Established an annual predictable roadmap for the entire solution, considering team capacity and identifying potential bottlenecks.
    • Implemented SAFe ceremonies (Pre/Post PI Planning; Solution Train Sync; Architect Sync; System Demo…)
    • Communicated with Train RTEs.
    • Aligned with Solution Management and Epic Owners (Initiative Owners).
    • Implemented agile metrics.
    • Conducted certification training (Leading SAFe, SAFe for Teams, SAFe DevOps, PO/PM, and Scrum Master).
    Environment: JIRA, Advanced Roadmap, JIRA Structure plugin, SAFe Coaching, Klaxoon
    SAFe Agile Transformation JIRA PI Planning Agile at Scale
  • Locam
    SAFe Coach/RTE
    BANKING AND INSURANCE
    September 2021 - February 2023 (1 year and 6 months)
    Lyon, France
    Supported the implementation of agility in teams and the setup of a customized agile at scale framework inspired by SAFe and Scrum.

    Implemented SAFe ceremonies (PI Planning; ART Sync; Scrum of Scrums; PO Sync; System Demo…)
    Communicated with team Scrum Masters.
    Organized global ceremonies
    Garantor of the Agile at Scale Framework
    Centralized an impediment backlog
    Risk management
    Implemented agile metrics
    SAFe Agile Transformation Agile at Scale DevOps Azure DevOps
  • Urssaf
    SAFe Coach/RTE
    PUBLIC SECTOR
    February 2020 - August 2021 (1 year and 7 months)
    Saint-Priest, France
    Supported the implementation of a customized agile at scale framework inspired by other frameworks (LeSS, SAFe..)
    ▪ Communicated with team Scrum Masters.
    ▪ Organized global ceremonies
    ▪ Garantor of the Agile at Scale Framework
    ▪ Centralized an impediment backlog
    ▪ Implemented agile metrics
    SAFe Agile at Scale Atlassian JIRA Scrum

Recommendations

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Emmanuel Vial and 1 other person have recommended M'Hammed

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Education

  • Engineering Degree, ILC specialization
    UTBM
    2010
    La filière ILC forme des ingénieur(e) s généralistes sur la conception et le développement du logiciel. La maîtrise des bases de données, des méthodes de conception, des architectures distribuées et de l’assurance qualité en constituent les points remarquables.

Certifications

  • SAFE SPC
    Scaled Agile
    2019
    Agile Transformation SAFe
  • PSM 1
    Scrum.org
    2016

Skill set

Categories