Projects

A collection of engineering work I've found interesting enough to write up.

Flexi-wing

Fluid Structure Interaction of a Formula One Front Wing

FSI STAR-CCM+ CFD Aeroelasticity Transient Simulation

Modelling transient aeroelastic behaviour of a front wing across a straight-line acceleration/deceleration cycle.
SUFST Wind Tunnel img

Formula Student Wind Tunnel Testing and CFD Validation

Wind Tunnel Formula Student Experimental Correlation

50% Scale experimental testing and CFD correlation.
Aero Optimisation Pipeline

Surrogate-Based Aerodynamic Optimisation Pipeline

Python Automation Bayesian Optimisation Parametric CAD CFD HPC STAR-CCM+ SolidWorks

An automated pipeline linking CAD, CFD, and Bayesian optimisation to explore a solar racecar's aero design space without babysitting every run.
Lap delta.

Lap Comparison & Driving-State Analysis Tool

FastF1 Python Race Engineering

Compares telemetry lap data to offer insight into areas of improvement.