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Carlos Montoliu DucayCM

Carlos Montoliu Ducay

Gen AI, Applied AI, Cloud, Consultant/Engineer

€400/day
Madrid, ES
3-7 years

Average response time: 1 hour

About Carlos

Short professional description (Malt-ready)

GenAI, Agentic systems, and Cloud Solutions Engineer with a strong track record delivering production-grade LLM systems for enterprise and scale-ups. Specialized in end-to-end GenAI platforms: agentic architectures, RAG, copilots, and AI products on Azure and multi-cloud environments. Combines deep technical execution (Python, MCP, LLM tooling, MLOps, cloud infra) with AI consultancy, pre-sales, and stakeholder alignment. Proven ability to translate business problems into scalable AI solutions, from strategy and architecture to deployment and adoption.
  • Spanish

    Native or bilingual

  • French

    Fluent

  • English

    Native or bilingual

Remote only
Primarily works remotely

Experience

  • EMPATHY IQ – UNKNOWN
    HEAD OF AI - PRODUCT ENGINEER
    SOFTWARE PUBLISHING
    November 2025 - Today (8 months)
    • - Currently on "Stealth Mode". Leading AI strategy and development for a company in the Market Research sector, building a next generation insight collection platform.
    Observability Retrieval-Augmented Generation (RAG) AI Architecture AI Strategy Prompt engineering
  • CAPGEMINI – Insights & Data
    LEAD GENAI SOLUTIONS ENGINEER
    February 2024 - November 2025 (1 year and 9 months)
    Madrid, Spain
    • - Developed and led end2end Generative AI solutions for enterprise use cases, specifically AI copilot in production with agentic systems
    • - Currently responsible for the standardization, packaging, and scaling of Azure-based GenAI products, leading the entire product lifecycle and actively collaborating with senior Microsoft engineers to ensure state-of-the-art integration.
    • - Experienced in designign and leveraging Azure, AWS, GCP, On Premise and Open-source GenAI Architectures
    • - Participated in internal hackathons such as Agentic AI CGP
    • - Acted as technical reference and pre-sales leader in RFP responses and client engagements, delivering successful PoCs, demos, and commercial offerings for AI-driven projects
    • - GenAI Community Lead I&D Spain and technical mentor, recognized as single point of contact (SPOC) and owner for internal GenAI accelerators, driving multiple business opportunities and earning the SCE Innovation Award.
    • - Top Performer (2024) (5% of +500 colleages) – Promoted to Lead II
    IT-Consulting Project Management RFP Presentation Skills Generative AI
  • TURING CHALLENGE
    SENIOR A.I. DATA SCIENTIST
    May 2023 - February 2024 (9 months)
    Madrid, Spain
    • - Developed edge-computing computer vision solutions with optimized ONNX models and Azure ecosystem tools.
    • - Led the creation of a langchain-based enterprise AI copilot solution, successfully commercialized by the hackathon organizer.
    • - Contributed to strategic and technical development of Generative AI projects using langchain, Azure OpenAI, and Prompt Flow.
    • - Designed technical solutions for project offerings, including task definition, effort estimation, and documentation.
    Computer Vision Edge computing model-training-and-evaluation Microservices Microsoft Azure

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Education

  • Bachelor of Science in
    THE UNIVERSITY OF MELBOURNE
    2020
    Bachelor of Science in
  • Free Mover
    UNIVERSITY OF GRONINGEN
    2017
    Free Mover

Skill set

Categories