Projects
Dissertation Projects
AI-Based Skin Cancer Classification
Developed a mobile application for accurate skin lesion classification. Investigated the effect of dataset curation and model parameters for convolutional neural network (CNN) performance.
Python | Machine Learning | CNN | Image Datasets
Optimising a Perfusion Bioreactor
Designed and fabricated components of a bioreactor system, considering biocompatibility of materials, additive manufacturing methods, and sufficient sterility for optimal cell growth.
CAD | 3D Printing | Materials Selection | Tissue Engineering
Additional Projects
Arduino-Based Robotic Vehicle
Assembled a robotic vehicle with distance and line tracking using an IR distance sensor and tracking module. Used Arduino to code movement patterns and set vehicle parameters, allowing obstacle avoidance, change of direction, and automatic navigation.
Arduino | Robotics | IR Sensing | Automation
Clinical Biosensors Review
Studied the clinical relevance of cardiac troponin as a key biomarker for myocardial infarction. Clinically reviewed two types of transducer technologies (amperometric and impedimetric) to detect low levels of cardiac troponin, and evaluated the most effective.
Literature Review | Scientific Writing | Point-of-Care
Mechanical Testing of Tendons
Performed tensile testing of rat tail tendon tissue to investigate the effect of storing tendons in PBS solution. Stress relaxation and stretch-to-failure tests were conducted to observe changes in viscoelasticity.
Biomechanics | Tensile Testing | Biological Sample Preparation | Data Analysis
Culturing GAGs in Agarose
Tested stress and strain of agarose constructs via compression, and cultured glycosaminoglycans (GAGs) over 7 days to determine optimal balance of mechanical conditions and vascularity for GAG growth.
Cell Culturing | Spectrophotometry | Compression Testing | Lab Preparation Techniques
Finite Element Analysis of Bracket
Conducted Finite Element Analysis (FEA) on a simulated shelf bracket using Abaqus CAE. Applied theoretical loads and boundary conditions, used different mesh types, and evaluated results for stress and displacement convergence.
Finite Element Analysis | Abaqus CAE | Computational Modelling | Failure Analysis