Lucas

I build AI and data platforms that ship into enterprise production, and I own the outcome end-to-end. From designing ML architectures on AWS SageMaker to deploying agentic AI solutions on multi-cloud infrastructure to governing $1M+ professional services delivery.

I started in data engineering and data science at HP, building pipelines and predictive models for enterprise sales. Then I joined Autodesk as the first data science hire in EMEA Sales. Over the years I built forecasting systems, experimentation frameworks, and ML models that shipped into Salesforce and Anaplan for thousands of reps globally.

I grew into managing a global team of data scientists and ML engineers across three regions. Designed production ML architectures on AWS SageMaker. Then got promoted to Senior Business Partner, owning delivery governance for a 200-person Professional Services and Customer Success organization. I lead technical discovery with stakeholders, architect cloud-native data and AI solutions, and drive adoption across complex organizations.

I also co-founded an AI-powered GTM intelligence platform from zero. Ran discovery with pilot customers, scoped proof-of-value projects, built the full stack from scratch: Flask, React, PostgreSQL, LLM-powered scoring, CRM integrations. I keep building to explore agentic AI, fine-tuning, and RAG, and I write about the process.

French. Fluent in English and Spanish. Based near Barcelona.
Engineering degree from ENSIMAG (Grenoble INP), postgraduate in Big Data from UPC Barcelona.