About

Clinical work

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I am a neurologist working in clinical neurology with a focus on amyotrophic lateral sclerosis (ALS) and other motor neuron diseases. My day-to-day practice involves the diagnosis, follow-up, and multidisciplinary care of patients living with ALS, alongside collaboration with allied specialties — pulmonology, nutrition, rehabilitation, and palliative care — that shape what good ALS care actually looks like.

Data science and quantitative work

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Alongside clinical practice, I work as a data scientist on questions that arise from the same patients I see in clinic. My quantitative work centres on registry-based research, longitudinal modelling of disease progression, survival analysis, and the methodological problems that come with messy real-world data: missingness, censoring, measurement variability, and the gap between trial populations and the people who actually walk into the clinic. I am especially interested in the intersection between epidemiology, biostatistics, and software — the parts of the pipeline where bad tooling silently produces bad evidence.

Current projects

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• PRECISION ALS — A pan-European research programme building a federated ALS patient data platform across nine research centres, in partnership with the TRICALS consortium, to support large-scale real-world evidence generation toward new treatments.
• National ALS Registry of Spain — I serve as national data manager, coordinating data structure, quality control, and analytical workflows across participating Spanish centres.