EREfrén Rama
@efrnrama
AI Engineer specializing in innovative solutions across various sectors.
SpainWhat I'm looking for
I am an AI Engineer with a strong background in developing AI and LLM-based solutions tailored for diverse sectors including healthcare, public administration, banking, and energy. At DXC Technology, I have successfully implemented advanced systems that enhance operational efficiency and improve user experiences. My work includes creating a multi-agent chat-based retrieval system for healthcare professionals, which significantly improved access to clinical information, and developing an automated news summarization tool for public administration.
In addition to my engineering role, I have experience in academia as an Assistant Professor at the University of Santiago de Compostela, where I taught courses in Artificial Intelligence and Robotics. My research endeavors have led to the development of predictive models using cutting-edge technologies such as MLflow and PyTorch, aimed at enhancing user interactions with administrative platforms. I hold a PhD in Artificial Intelligence, where I focused on deep-learning models for predictive monitoring of business processes.
Experience
Work history, roles, and key accomplishments
AI Engineer
DXC Technology
May 2024 - Present (1 year 2 months)
Developed AI/LLM-based solutions for clients across healthcare, public administration, banking, and energy sectors. Leveraged AI agents for automated generation of Elasticsearch queries from natural language and for advanced analysis of EHR data.
Assistant Professor
University of Santiago de Compostela
Mar 2024 - May 2024 (2 months)
Taught Artificial Intelligence courses in the Bachelor's in Robotics and the Master's in Artificial Intelligence. This included Machine Learning, Intelligent Robotics II, and Adaptive Robotics.
Substitute Professor
University of Santiago de Compostela
Dec 2023 - Mar 2024 (3 months)
Taught Artificial Intelligence courses in the Bachelor's in Robotics and the Master's in Artificial Intelligence. This included Machine Learning, Intelligent Robotics II, and Adaptive Robotics.
Research Technician
University of Santiago de Compostela
Mar 2018 - Oct 2019 (1 year 7 months)
Developed a semantic annotator using graph analysis technologies applied to the DBpedia Ontology. Utilized SQL for efficient retrieval of relationships, which were preprocessed using Big Data techniques.
Education
Degrees, certifications, and relevant coursework
University of Santiago de Compostela
PhD, Artificial Intelligence
Developed deep-learning based models for predictive monitoring of business processes using Graph Neural Networks and Deep Reinforcement Learning.
University of Santiago de Compostela
Master's Degree, Massive Data Analysis Technologies: Big Data
Completed a Master's Degree in Massive Data Analysis Technologies, focusing on Big Data.
University of Santiago de Compostela
Bachelor’s Degree, Computer Engineering
Obtained a Bachelor’s Degree in Computer Engineering.
Tech stack
Software and tools used professionally
Availability
Location
SpainAuthorized to work in
Job categories
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