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Ouadie B.OB

Ouadie B.

CTO | LLMs, Growth, Agents & Data (ex-Amazon)

€700/day
Madrid, ES
8-15 years

Average response time: 1 hour

About Ouadie

Fractional CTO & AI/LLM Engineer — Ex-Amazon (Alexa)

10+ years at Amazon leading Alexa's LLM integrations, NLP pipelines,
and cross-org data systems. Now I help startups and scale-ups ship
AI features that actually work in production.

What I do:
• AI/LLM features — RAG, copilots, agent workflows, guardrails
• Data pipelines — ingestion, enrichment, embeddings, analytics
• Technical leadership — roadmaps, architecture, team setup, delivery

How I work: lean discovery → rapid prototype → iterate to production.
Weekly milestones, measurable outcomes, clean handover.

Available 2-3 days/week for fractional CTO or hands-on AI engineering.

Stack: Next.js, React, AWS (CDK), Python, TypeScript, Claude/GPT APIs,
LangChain, vector DBs, MCP, workflow orchestration.
  • English

    Native or bilingual

  • French

    Native or bilingual

  • Spanish

    Conversational

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

Experience

  • Agentled.ai
    CEO & Founder @ Agentled.ai
    TECH
    August 2024 - Today (1 year and 10 months)
    Madrid, Spain
    Building an AI workflow orchestration platform from zero to
    production. Solo technical founder, full product + engineering.

    • Architected and shipped a multi-tenant SaaS platform:
    Next.js 16, React 19, AWS (CDK), serverless, credit-based billing
    • Built AI orchestration engine: multi-LLM routing, 100+ API
    integrations, Knowledge Graph with scoring memory
    • Deployed production workflows for enterprise clients (VC platforms,
    agencies) — investor matching, lead enrichment, content automation
    • Published MCP server on npm for Claude/Codex integration
    • Managed full product lifecycle: design → build → deploy → support
    AI Agents Agentic AI Machine learning
  • Amazon
    Growth Engineering Manager - Alexa Growth
    E-COMMERCE
    January 2021 - February 2024 (3 years)
    Toronto Canda
    Successfully led a remote engineering team with expertise in mobile, full-stack, web, data, and ML, working cross-functionally with distributed product, design, marketing, and data science teams to identify and execute 500+ end-to-end growth experiments, resulting in multi-million incremental impact to our org-level objectives.

    Identified, assessed and onboarded 6 full-time remote hires and 6 intern SDEs, and promoted 2 SDEs.
    Strategy Leadership Growth AI Natural Language Understanding
  • Amazon
    Sr. Software Development Engineer - Mobile Growth
    E-COMMERCE
    September 2017 - May 2021 (3 years and 8 months)
    Vancouver, Canada
    Worked cross-functionally on end-to-end growth experiments, with full ownership of server-side services and client-side components to support HVA metrics infrastructure, Deeplinks and Push Notifications on Amazon iOS and Android apps.

    Led an initiative to reverse-engineer a critical legacy module, resulting in the discovery of outdated features, decreased code complexity, improved maintainability of shared components, and created a new foundation for experimentation.
    Co-led external initiatives with platform companies (Apple, Google) to identify opportunities for improvement at the platform level, achieving a set of innovation-focused targets within our technology organization.

    Mentored 4 junior members with active contribution to hiring, developing and retaining top talent, 20+ interviews 2 hires.
    Technical Recruiting Mentoring Mobile Application Development

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Education

  • Innovation & Entrepreneurship Master’s Degree
    Ecole supérieure de Commerce de Rennes
    2013
  • Computer Science Engineer
    Institut national des sciences appliquées de Rennes
    2013

Certifications

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