Daniel Ruiz Riquelme Email & Phone Number

Remote

Lecturer at the University of Valencia, where I specialize in the "Productionalization and Implementation of AI Solutions" module. This module is designed to equip students with the skills needed in the modern AI landscape, focusing on MLOps (Machine Learning Operations) and project management.

Productionalization of data applications module

Master Data and Analytics

Team Management: Managing and mentoring data science teams, promoting a culture of collaboration and continuous learning.Client Support & Engagement: Support pre-sales activities, contributing to solution design and enhancing client relationships.Project Delivery: Ensuring projects are completed on time, within scope, and budget.Talent Development: Talent acquisition, focusing on building a skilled and innovative team.

Valencian Community, Spain

I lead diverse teams to deliver production-ready solutions to our clients, focusing on the design and implementation of machine learning models:Generative AII develop chatbots based on Generative AI to provide end-users with information through retrieval-augmented generation and query-based retrieval. I have applied these technologies in use cases such as assisting maintenance operators, utilizing tools like Langchain, OpenAI, Google Cloud's Gemini, and Anthropic's Claude.Intelligent Document ProcessingI work on document classification and named entity extraction using both open-source solutions and cloud APIs. My experience spans use cases in banking, insurance, and industry, where these solutions enhance document management and streamline processes.MLOpsI design and implement MLOps systems to support the productive deployment of AI-based solutions. I collaborated with a leading Spanish retail company to define and implement the deployment and maintenance of machine learning models. My work ensured rapid model updates, minimized system downtime, and provided full observability of the AI infrastructure.

Valencian Community, Spain

Project ManagementEnd-to-end artificial intelligence solutions in Cloud and on-premiseNatural Language Processing solutions: Document processing, topic discovery, named entity extraction.Image Processing solutions: Image classification, object detection and segmentation.Process Mining.

Valencia Y Alrededores, España

Data Scientist at Global Business Development- Design and implementation of Artificial Intelligence applications- Deep Learning techniques- Advanced data visualization- Natural Language Processing (NLP)- Image analysis

Valencia Y Alrededores, España

Data science internship within the Artificial Intelligence application development team, Applied Technologies Division.Development of Machine Learning and Deep Learning models

Valencia Y Alrededores, España

Clevermirna Project (IDAL - INCLIVA). Analysis of miRNAs expression profiles using self-organized maps for the prognosis of patients with alpha-1 antitrypsin deficiency.- Research focused on Machine Learning in the medical field- Data visualization- Application of feature selection and extraction techniques- Application of Machine Learning models- Self-organizing maps

Valencia Y Alrededores, España

Data Science internship in the Business Intelligence department- Development of a Machine Learning project (product recommenders)

Beca formativa de colaboración. Estrategias de control adaptativo para el páncreas artificial domiciliario en diabetes tipo 1. Continuación del estudio de tecnologías relativas al páncreas artificial y el desarrollo de un algoritmo adaptativo.I. Universitario de Automática e Informática Industrial - UPV (AI2)

Beca formativa de colaboración. Estudio de tecnologías relativas al páncreas artificial y desarrollo de un controlador adaptativo con el objetivo de adecuar la infusión de insulina a los requerimientos insulínicos de cada paciente de forma individualizada priorizando la seguridad del paciente.I. Universitario de Automática e Informática Industrial - UPV (AI2)

Master En Ciencia De Datos

Master En Ingeniería Biomédica

Grado En Electrónica Industrial Y Automática