I work as a Machine Learning Engineer solving fun problems related to Reinforcement Learning and Natural Language Processing. I also do some small web development projects in my spare time.
Previously I was studying a masters in mathematics at Cambridge and spent my time between the Mathematics and the Computer Science departments learning about Machine Learning, Graph Theory and Statistics.
August 2020 - Present
At TimeNavi I manage the use of customer data and the implementation of machine learning. I co-lead the tech team and focus on driving revenue through the time management services we offer to our customers.
June - August 2020
Developing a reinforcement learning agent to crawl network graphs effectively to find websites containing the profiles of academic researchers. My approach uses Q-Learning to score URLs along with an incremental learning profile detector to optimize compute performance and adapt to defferent website environments.
November 2018, November 2019
On two weekends in 2018 and 2019 I volunteered to help with DataDives organised by the fantastic charity DataKind. During both weekends, in groups of around 20 volunteers, we worked on data sets brought to us by charities in the UK who needed help using data to improve their operations.
July 2012 - June 2014
Volunteering as the chairman of Allerdale YouthBank I worked together with a team of students to collect and distribute funds to local youth groups in Allerdale. After we applied to larger organisations for funding, we distributed grants of up to £500 to youth groups who were creating opportunities for young people and benefiting the wider community.
Find more projects on my GitHub.