Lead GenAI | Data Scientist | AI Engineer
I am an experienced professional in generative AI operations, data science, and artificial intelligence engineering. Skilled in designing, developing, and deploying advanced AI solutions, including LLM-based chatbots and autonomous agents. My experience in the marketing and the finance industry have given a wide experience. I understand how to effectively implement and integrate AI and data solutions, ensuring business success by adapting markets´ needs into technical solutions.
PAX (Paris, France) | Current
- Led the end-to-end development of an AI agent, from initial conception through to production deployment.
- Implemented tool evaluation using the "LLM as a Judge" methodology.
- Deployed the model on Google Cloud Run, ensuring security via IP address filtering configured at the Load Balancer level.
- Managed integration of the AI tool with the company's CRM system.
Dentsu (Madrid, Spain)
- Designed and deployed an LLM RAG chatbot using LangChain on Google Cloud Platform (GCP), evolving from proof-of-concept to production-ready solution.
- Achieved over 80% code test coverage in Python, adhering to clean code principles and modular architecture; utilized relational, non-relational, and vector databases.
- Developed and optimized ETL pipelines in RStudio, orchestrated with Airflow; enriched marketing mix models with exogenous data from APIs, demonstrating expertise in Python, Pandas, and data quality control.
- Applied advanced machine learning models, including Marketing Mix Modeling and multilinear regression in R; collaborated with stakeholders on data collection, cleaning, and analysis.
- Contributed to innovative LLMO products using LangGraph and presented NLP models derived from thesis research.
- Authored detailed technical documentation for the chatbot and analytical models, hosted on Azure Wiki and illustrated with Excalidraw diagrams.
Liverpool Football Club
- Oversaw team coordination, customer service excellence, and operational efficiency during match days.
Université Paris 8
Universidad Complutense de Madrid
University of Liverpool
- Generative AI & LLMs (LangChain, LangGraph, RAG)
- Machine Learning (Marketing Mix Modeling, Regression, NLP)
- Programming: Python, R, Pandas
- Cloud Platforms: Google Cloud Platform (GCP), Google Cloud Run, Airflow
- Data Engineering: ETL Pipelines, Databases (Relational, NoSQL, Vector)
- Tools: RStudio, Excalidraw, Azure Wiki
- Evaluation Methods: LLM as a Judge