Experience

Datapraxis

• Research Services
• 1 - 100 Employee

• Data Scientist

  • Mar 2021 - Present



Coefficient

• United Kingdom
• IT Services and IT Consulting
• 1 - 100 Employee

• Data Scientist

  • Feb 2020 - Mar 2021

  Coefficient is a data consultancy offering data science, engineering, machine learning and other AI-related services as well as bespoke training courses. As part of the company I have been involved with many projects with different clients:Datapraxis• NLP on large-scale survey data, consisting mostly of Topic Modelling, Sentiment Analysis and Topic Classification using Python, gensim, nltk and scikit-learn.• Production of data visualisations using Python, pandas, geopandas, matplotlib and R, e.g. automating the creation of usable, branded spreadsheets, bar charts and choropleth maps.JustPark• Cleaned, fixed and enhanced the company's Looker to become a reliable company-wide used tool, including introducing the use of LAMS Looker Linter, and close interrogation of existing code. Omnicom• Implementation of tree-based models using Python, pandas and scikit-learn for optimisation of transfer pricing rules and tax rates.Coefficient• Analysis on the performances of MRP predictions of 2019 General Election• Helping to deliver data training courses ranging from a zero-experience introduction to Python through to advanced machine learning Show less

• Data Science Intern

  • Nov 2019 - Feb 2020



Houzz

• United States
• Software Development
• 700 & Above Employee

• Product Coordinator

  • Nov 2017 - Aug 2018



Democracy Without Borders

• Blog Content Writer

  • Nov 2017 - Mar 2018