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Skills

Business Skills

  • Machine learning and AI models
  • MLOps and productionisation
  • Model documentation
  • People management
  • Mentoring team members
  • Project management and delivery
  • Data analytics and dashboarding
  • Stakeholder communication
  • Data visualisation and dashboards

Technical Skills

  • Python (pandas, sklearn, pyspark, etc.)
  • SQL
  • Microsoft Azure, Docker
  • Working with big data (Databricks, pyspark)
  • Tableau
  • Git
  • Jira

Experience

Lead Data Science Manager — Yorkshire Building Society

Leeds, UK · January 2024 – Present

Line manager for a team of 4 data scientists analysing and predicting customer mortgage behaviour. Team products feed into mortgage pricing, financial planning, and hedging against economic shocks.

Senior Data Scientist — University of Pennsylvania School of Medicine

Philadelphia, USA · February 2022 – December 2023

Managed project portfolio and mentored junior colleagues, leading the lab's analytics transition into Azure Databricks. Developed statistical methods for clinical studies.

Researcher and Lecturer — Salisbury University

Maryland, USA · August 2017 – January 2022

Published 4 scientific articles in top physics journals. Coordinated team analytics projects with clients including the US Navy and NASA. Developed new data science programme curriculum.

Education

Languages

English (native), Japanese (N3)