• Built a method for generating synthetic graph data using Exponential Random Graph Models (ERGMs) thereby increasing the available data for testing models on. • Programmed Markov Chain Monte Carlo (MCMC) and Fisher Scoring (Gradient Descent) specialised for use on graph data. • Carried out software development from preliminary analysis of problem to integration and testing. • Presented and shared work to team of Data Analysis and Data Scientists with varying levels of mathematical knowledge.
Data Science Intern
Black Swan Data
Jul 2016 - Sep 2016(3 months)
• Analysed social echo chambers using community detection on social media networks. • Highlighted the usefulness of network analysis to Insights team by showing how current time consuming tasks could be automated using tools developed during time at Black Swan. • Presented poster on work in SEPnet conference at the Royal Academy of Engineering
Bioinformatics summer intern
Medical Research Council
Jun 2015 - Sep 2015(4 months)
• Performed morphological phenotyping on later stage (E18.5) mice embryos using image processing software developed at Harwell. • Produced report linking results of software to knocked out genes proving software was valid for E18.5 mice embryos. • Exposed to Agile methodology, working in a team of developers and genetics research. • Gained greater knowledge of using medical image visualisation software and analysing 3D CT scans • Presented poster on work at SEPnet conference at the Royal Academy of Engineering
Model
Abercrombie Fitch Co
Oct 2013 - Jan 2015(1 year 4 months)
• Represented the A&F brand in-store at flagship store in London. • Improved communication and sales skills through dealing with customer queries.