Freelancer profile translated to English.
Back to original languageAbout Carlos
Freelance specialist in AI and Data Science, innovative and results-oriented, with over 20 years of experience in managing innovation in IT strategy and R&D. Expert in machine learning, predictive modeling, neural networks, computer vision, natural language processing, and generative AI-based solutions. Expert in machine learning, predictive modeling, neural networks, computer vision, natural language processing, and generative AI and LLM-based solutions.
Spanish
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- Universidad Francisco de Vitoria,Professor in the Degree of Artificial Intelligence Engineering SystemsJanuary 2024 - Today (2 years and 5 months)• Professor of Knowledge-Based Systems (Traditional Expert Systems and AI Agents).
- Freelance,AI & Data Science SpecialistJanuary 2017 - Today (9 years and 5 months)• Developing AI projects for various industries, including Fintech, eCommerce, Insurtech, Energy, and eHealth. End-to-end development and delivery of classical and generative AI models and products.• Some use cases: LLM-based products (automated dashboard generation via AI, AI-based assistants with RAG technology). NLP-based products (automated document management via AI, extraction of structured data from scanned invoices for ERP). Fraud Detection (3D Secure online payments). Real-time predictive risk assessment for insurance companies (Automotive). Digital marketing predictive models (buyer persona, best next customer interaction) and dynamic pricing. More details here.
- Making Science,Director of Data ScienceJanuary 2017 - January 2019 (2 years)• Developed the data strategy, defined target business cases and product roadmap, reporting to the CEO. Recruited data science and data engineering teams, consisting of 2 Data Scientists, 1 Cloud Architect, 2 Analysts, and 2 Data Engineers.• Deployed 15 Machine Learning products and services for insurance, banking, real estate, eCommerce, and eHealth companies, generating €1.2MM in revenue.
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Education
- Master of ScienceUC Berkeley School of Information,Master of Science - MS, Master of Information and Data Science
- General Management Program, PDGIESE Business School,Programa de Dirección General, PDG