Madrid, Community of Madrid, Spain
I put data and maths together to understand and predict health system and human behavior. Over 20 years experience in machine learning, statistical modelling, complex systems, and data-related research. BSc in Theoretical Physics, MSc in Statistical Physics of Complex Systems, and PhD in Science focusing on statistical modelling of human behaviour.
AI & personalization to solve the most significant challenges in healthcare
AI for equitable healthcare
AI for equitable healthcare.
- Store and customer dynamics, supply chain optimization. - Understanding and predicting demand down to individual store and garment type level, shipment volume prediction, store clustering, AB testing and quasi-experiment design. - COVID-19 project: ML platform analyzing the impact of the pandemic in customer behavior and relevant KPIs, bayesian framework providing recovery scenarios per brand-section-region-channel, demand predictions with and without additional outbreaks.
- Understanding and predicting game dynamics and player engagement. - Individual player behavioral predictions and player profiling. - Personalized recommendation systems. - In-game event and campaign impact predictions in different scenarios. - Social networks and dynamics and their impact in the game.
Beginning of the work described above before Yokozuna Data was acquired by Keywords Studios.