Experience

Referment

• United Kingdom
• Staffing and Recruiting
• 1 - 100 Employee

• Data Scientist

  • Jul 2020 - Present



alrt.ai

• United Kingdom
• Information Services
• 1 - 100 Employee

• Junior Data Scientist

  • Mar 2020 - Jun 2020

  Currently building an ML based Knowledge Graph to store information about various entities scraped from news storiesWorking with an international team in a Data Science start-up, who aim to be able to provide immediate alerts to clients about companies, people, countries, etc. and forecast the outcomes of events on these entities. Currently building an ML based Knowledge Graph to store information about various entities scraped from news storiesWorking with an international team in a Data Science start-up, who aim to be able to provide immediate alerts to clients about companies, people, countries, etc. and forecast the outcomes of events on these entities.



General Assembly

• United States
• Animation and Post-production
• 1 - 100 Employee

• Data Science Immersive

  • Nov 2019 - Mar 2020

  3-month intensive course based around learning skills in data science in Python, including machine learning in Scikit-Learn, stats, and NLP.Capstone Project: For my capstone project, I decided to try and build a climbing route recommender. In the climbing community currently, most route recommendations are done by word of mouth, and I was interested in seeing if there was a way of building a machine learning approach. The model works by scraping the comments about climbing routes off a popular climbing website, and through NLP it builds clusters which classify the type of climbs. Then, using cosine similarities between users, it recommends new climbs. This worked fairly well, with clustering being found with similar climbs; however, there were a large number of “unclusterable” climbs, so more work is being done on the clustering algorithm.



SW Bicycle Company

• United Kingdom
• Retail

• Bicycle Mechanic

  • Jun 2017 - Nov 2019

  I began working on the shop floor, aiding customers and selling bikes, and over time honed my skills as a mechanic and was responsible for carrying out complicated services on customer’s bikes to a high standard.I introduced a new online booking system to replace their old style of handwriting services in a calendar, and reported back to the manufacturer as the system was still in beta. I began working on the shop floor, aiding customers and selling bikes, and over time honed my skills as a mechanic and was responsible for carrying out complicated services on customer’s bikes to a high standard.I introduced a new online booking system to replace their old style of handwriting services in a calendar, and reported back to the manufacturer as the system was still in beta.