Analyst/Statistician
Thatcham Research
Working at Thatcham Research, my role included :
• Analysing the latest trends in motor claims and repairs, and continuous development of statistical models and forecasts/predictions to analyse the risks of autonomous vehicle technology. Modelling approaches mainly including GLM, Decision Trees, Random Forest and Bayesian, with an ever-increasing variety of techniques used.
• Continuously researching and applying Bayesian Statistics (Multilevel modelling using Markov chain Monte Carlo simulations)
• Analysing and manipulating Big data.
• Working and sourcing statistical data for a variety of articles on the subject of autonomous driving and any driving related topics as part of BAU tasks.