Summer 2025

January 2025

• Used random forests to predict lift movement between floors.
• Fused barometer and accelerometer data to find lift height.
• Braved High Wycombe to collect data from lifts.

Summer 2024

• Applied machine learning with an accelerometer to calculate lift kinematics.
• Conducted research, developed, and documented a paper titled 'Using Multivariate Polynomial Linear Regression to Model Asymmetric Lift Kinematics'.
• Released an app in Android Studio with Java to collect accelerometer lift data and analyse for customers.