MrCosmo Santoni

Research Assistant in Malaria Modelling

School of Public Health - Faculty of Medicine

  • Research Assistant in Malaria Modelling
    School of Public Health - Faculty of Medicine

RESEARCH

  • State-space models and sequence architectures (Mamba-2, RNNs)
  • Neural emulation for large-scale agent-based and ordinary differential equation simulators
  • Simulation-based inference.
  • LLM robustness, safety, and uncertainty quantification
  • Production ML systems and MLOps for real-world deployment
  • ML out of distribution and uncertainty quantification.