Endika Guirado
Ai Infrastructure Lead @AccessFintech
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WORK HISTORY
Ai Infrastructure Lead @AccessFintech
Designed and deployed AccessFintech’s AI infrastructure from the ground up, enabling scalable, production-grade machine learning and LLM-powered automation systems (ecosystem figures:+3B events/day processed,+50 ML models live, connected to +700 external systems).ML Factory: modular pipeline framework for training, testing, and deploying predictive models that power real-time recommendations, reducing operational bottlenecks and accelerating client decision-making.LLM-powered Agent Framework: orchestrating autonomous agents to automate internal workflows, reducing the time to complete critical tasks by up to 98%(relative to pre-agent workflows).Evolved BI infrastructure into intelligence pipelines, allowing both human and machine decision-making powered by real-time data and predictive insights.Architected scalable pipelines for anomaly detection, embedding generation and quality loop integrations, ensuring reliable and observable AI operations.
EDUCATION
The University of Manchester
Master of Science (MSc), Aerospace Engineering
Universidad Politécnica de Madrid
Bachelor of Engineering (Hons), Aerospace Engineering, Aerospace Propulsion
SKILLS
ABOUT ENDIKA GUIRADO
Head of AI with a track record of building and owning production-grade ML and LLM systems from the ground up. Designed and deployed 50+ ML models processing 3B+ events per day to provide insights to a network of hundreds of organisations, as well as an LLM-powered agent orchestration framework that reduced completion time of operational workflows by up to 98%. Combines aerospace-trained analytical rigour with hands-on delivery across the full AI stack — data pipelines, model deployment, agent frameworks, and real-time intelligence systems.
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