Expertise

Mathematical modelling

Differential equations, optimisation and decision theory, game theory, complex systems

Machine learning and artificial intelligence

Deep learning, LLMs and natural language processing, autonomous agents

Statistical inference

Stochastic processes, Bayesian inference, time-series forecasting, econometrics

Engineering

Python, Apache Spark, Databricks, Azure, MLOps, CI/CD