Data Analysis
Cleaning, descriptive statistics, correlation, regression and uncertainty.
Visualization
Charts designed to reveal scientific patterns clearly.
Python & Computing
Reproducible calculations, automation and scientific programming.
Machine Learning
Predictive modelling and pattern recognition where appropriate.
Laboratory Data
Structured experimental datasets and quality checks.
Responsible AI
Validation, human oversight, data integrity and appropriate use.