Curriculum Vitae
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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
- PhD in Physics — The Ohio State University
Thesis: "Bayesian Methods for Effective Field Theories" - BSc in Physics — Saint Vincent College
Languages
English (native), Japanese (N3)