CV
Basics
| Name | Antonio Caparrini |
| Label | Project Manager | Data Scientist |
| acaparri@ucm.es | |
| Url | https://caparrini.github.io |
| Summary | Multidisciplinary Data Scientist with Academic and Professional Experience in IT, Business Consultancy and Project Management |
Publications
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2024.03.27 S&P 500 stock selection using machine learning classifiers: A look into the changing role of factors
Research in International Business and Finance
This study examines the profitability of using machine learning algorithms to select a subset of stocks over the S&P 500 using factors as features.
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2020.05.26 Automatic subgenre classification in an electronic dance music taxonomy
Journal of New Music Research
This work illustrates the main challenges that EDM poses to automatic classification and provides insights into where are the limits of this approach.
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2020.03.30 Explainability of a Machine Learning Granting Scoring Model in Peer-to-Peer Lending
IEEE Access
In this work, we assess the well-known logistic regression model and several machine learning algorithms for granting scoring in P2P lending.
Skills
| Project Management | |
| Agile | |
| Scrum | |
| Kanban | |
| PM² |
Languages
| Spanish | |
| Native speaker |
| English | |
| Fluent |
Interests
| Economics and Finance | |
| Stock Market | |
| Portfolio Management | |
| Risk Management | |
| Factor Investing | |
| Blockchain | |
| Banking | |
| Fintech |
| Data Science | |
| Data Mining | |
| Data Governance | |
| Machine Learning | |
| MLOps | |
| Data Engineering | |
| Deep Learning | |
| LLM |
| Music | |
| Music Information Retrieval | |
| Music Genre Classification | |
| Music Recommendation | |
| Music Production |