Dr. Juan Osorio Iregui

Point-of-sales demand forecasting for end-to-end sales and operations planning IoT-powered waste reduction in industrial production Architecting and codeveloping the Migros Advanced Analytics Architecture on GCP

Development of machine learning systems/models (time series, clustering, image recognition, chatbots, etc.) Rearchitecting and transforming systems, data pipelines and data science/ML workflows into cloud-native ones Providing training in ML and data science concepts and tools

Development of open-source iDMRG applications for the ALPS project Diving into the world of deep learning

Conception, design and implementation of numerical experiments Development of production and prototype codes using C++, Matlab and Python State-of-the-art tensor network and Monte Carlo simulations of quantum systems Structuring, visualization and analysis of simulation data Composition of research-grade publications

Composition of news items and divulgatory articles on the group’s recent research Representation of the group in student fairs Codevelopment and maintenance of group’s website using Adobe CQ5

Protein dynamics simulations In-silico aminoacid affinity studies

Strongly-correlated many-body systems. Computational physics. Monte Carlo and Tensor Network simulations. Programming & high-performance computing.

Condensed matter physics. Quantum information theory. Statistical physics.