Foundations of Data Science, The University of Edinburgh

I have been running drop-in labs of up to 50 students for this course since 2023 covering data manipulation, visualisation and basic statistial and machine learning techniques in python. I developed some new material for the 2025/26 run of the course.

Introductory Statistics Workshop, Royal Botanic Gardens Edinburgh

In 2025, I developed and delivered a three-hour workshop introducing students on the Biodiversity and Taxonomy of Plants MSc to some basic data analysis, including hypothesis testing and regression, whilst covering key statistical theory. I was later requested to write this explanation of hypothesis testing, aimed at non-mathematicians.

Discrete Mathematics and Probability, The University of Edinburgh

I tutored two classes of up to 30 students for this course in both 2023 and 2024. Topics included proofs and basic probability theory.

Cognitive Science, The University of Edinburgh

I led drop-in labs of up to 30 students for this course in both 2024 and 2025.