Ángel is a Research Associate in Responsible AI at the Centre for Protecting Women Online and is currently completing his PhD at the Knowledge Media Institute in collaboration with VISA Europe. He has a background in studying radicalised online communities, particularly within the manosphere. His research also focuses on identifying and addressing bias in AI systems within financial services, with an emphasis on how these systems may unintentionally disadvantage minoritised groups. Committed to using technology for social good, Ángel is dedicated to using responsible AI to protect minoritised communities.

Keys: responsible AI, web science, machine learning fairness, natural language processing

Team: Harith Alani, Vaclav Bayer, Gregoire Burel, Em Dean, Miriam Fernandez, Joseph Kwarteng, Paula Reyero Lobo

Celebrating Excellence: Prof. Fernandez’s Impactful Leadership in PG Research Supervision

KMi doctoral students participate at the Alan Turing PhD networking event

KMi Doctoral Students present their research in Austin, Texas

KMi at the ISWS 2022 Summer School

KMi Researchers Take Part in DATATHON AGAINST RACISM

Pavon Perez, A., Fernandez, M., Al-Madfai, H., Burel, G. and Alani, H. (2023) Tracking Machine Learning Bias Creep in Traditional and Online Lending Systems with Covariance Analysis, WebSci '23: 15th ACM Web Science Conference 2023, Austin, TX, USA

Pavon Perez, A. (2023) Bias in AI systems in Financial Services

Pavon Perez, A. (2022) Bias in Artificial Intelligence Models in Financial Service, 2022 AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom

Reyero Lobo, P., Mensio, M., Pavon Perez, A., Bayer, V., Kwarteng, J., Fernandez, M., Daga, E. and Alani, H. (2022) Estimating Ground Truth in a Low-labelled Data Regime: A Study of Racism Detection in Spanish, Workshop on Novel Evaluation Approaches for Text Classification Systems on Social Media (NEATCLasS), Atlanta, Georgia