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Gabriel Mauricio S.GM

Gabriel Mauricio S.

AI Manager Agile - AI MVP Builder - Founders

€750/day
7 projects
Paris, FR
15+ years

Average response time: 1 hour

Freelancer profile translated to English.
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About Gabriel Mauricio

I help organizations transform their AI experiments into reliable, governed, and industrializable operational capabilities.

My expertise lies at the intersection of four worlds: business transformation, software architecture, scaled agile delivery, and agentic systems. I advise leaders on use cases, operating models, and governance, while helping technical teams design and deploy AI agents, automated workflows, and production-ready architectures.

My areas of intervention: Agentic AI, multi-agent orchestration, AI governance, automation, AI operating models, GitHub-native workflows, Azure DevOps, SAFe, Agile at Scale, and Target Operating Models.

I don't just build AI demos: I help create governable, auditable systems integrated into real business processes.
  • French

    Native or bilingual

  • English

    Native or bilingual

  • Spanish

    Native or bilingual

  • Portuguese

    Fluent

Remote only
Primarily works remotely

Experience

  • https://kiff.dev/
    Builder
    TECH
    November 2025 - Today (9 months)
    Paris, France
    As founder and AI Builder, I have designed and built the product from zero: product strategy, architecture, agent orchestration, backend logic, frontend interfaces, governance workflows, and proof-of-control mechanisms.

    Main responsibilities and achievements:

    Designed and developed an agentic AI platform focused on controlled execution, auditability, and human-in-the-loop governance.
    Built AI-powered workflows using LLMs, agent orchestration, prompt engineering, tool calling, and structured decision flows.
    Created the concept of Protected Control, allowing companies to define whether an AI agent action should be allowed, blocked, or require approval.
    Developed MVPs and production prototypes using modern full-stack technologies and AI coding workflows.
    Worked with advanced AI development tools such as Claude Opus 4.8, Codex, Kiro, and autonomous coding agents.
    Built and iterated rapidly through AI-assisted development, product design, UX flows, infrastructure decisions, and deployment pipelines.
    Designed the positioning, landing pages, demos, and investor materials for a B2B AI infrastructure product.
    Explored use cases around AI safety, runtime governance, compliance, evidence generation, audit trails, and enterprise AI adoption.

    Keywords: AI Builder, Agentic Systems, LLMs, AI Governance, AI Agents, Prompt Engineering, Full-Stack Development, Product Strategy, SaaS, Runtime Control, Human-in-the-loop, AI Safety, Startup Founder.
    Artificial Intelligence AI Agent MVP Startup Agentic AI
  • CHANEL SAS - Corporate IT - GDP
    Scrum Master / Team Coach - Digital Platforms & Headless | Chanel Global Digital Platforms
    LUXURY GOODS
    October 2022 - November 2024 (2 years and 1 month)
    Neuilly-sur-Seine, France
    • Led and coordinated over 16 international feature teams (France and India) in a scaled Agile model for the Chanel.com platform.
    • Monitored the implementation of LPM visibility and performance management via Azure DevOps and Power BI to align execution with business priorities.
    • Facilitated large-scale planning, synchronization, and review rituals involving over 150 stakeholders.
    • Acted as an interface between product, engineering, SRE teams, and business units to remove structural impediments and secure delivery.
    • Improved predictability and quality by aligning teams around common objectives.
    Agile at Scale Azure DevOps Headless Target Operating Model Lean Portfolio Management
  • Consultant indépendant
    Consultant in Delivery Structuring & Performance Management
    TECH
    July 2019 - December 2020 (1 year and 5 months)
    Paris, France
    • Designed and implemented structured delivery frameworks enabling product and tech teams to transition from informal operations to data-driven execution.
    • Established sprint governance, flow metrics, and delivery discipline (objectives, commitment, completion, quality).
    • Structured and prioritized backlogs on Jira to align team work with business objectives.
    • Created dashboards (burndown, velocity, throughput) to manage performance and provide transparent progress reporting to management.
    • Deployed effective rituals (planning, reviews, retrospectives, synchronization) by reducing meeting fatigue and maximizing productive time.
    • Supported teams towards self-organization, collective responsibility, and reliable commitments.
    • Continuously improved collaboration, communication, and impediment resolution to increase team satisfaction and delivery quality.
    Atlassian JIRA IT Governance KPI Definition and Tracking Agile Transformation Agile Coaching & Transformation

Recommendations

Alexandre MenghaAM
FU
FU
+1
Alexandre Mengha and 3 other people have recommended Gabriel Mauricio

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Education

  • Industrial Engineer
    Universidad de los Andes
    2011
    Bachelor's degree in Industrial Engineering
  • Full-Cycle Developer
    2022
    The Full Cycle 3.0 course is an unique program to gain advanced skills in software architecture, project and technical leadership, and the latest technologies such as Go, Docker, Kubernetes, and cloud computing. The course covers DevOps practices, microservices architecture, CI/CD pipelines, and security best practices, ensuring readiness to develop and manage large-scale applications and lead high-performance teams.

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