A curated index of analytical, computational, and applied projects spanning connectome research, machine learning, optimisation work, and independent builds.
A large-scale scientific computing and connectome analysis project built under complex data, workflow, and implementation constraints. A case study in data-intensive research, pipeline development, and computational problem-solving.
Deep learning project using WiFi signal fingerprinting and GPS-supervised data to predict outdoor geographic position from wireless signal patterns using TensorFlow/Keras.
Computational optimisation of connectome analysis workflows, including geodesic matrix methods for synapse distance calculations and hyperparameter tuning using Optuna.
Exploration and implementation of genetic algorithms for combinatorial optimisation and search problems, including problem formulation, operator design, and performance evaluation.
An independent build for designing, testing, and evaluating alternative keyboard layouts, combining algorithmic layout scoring with user-defined constraints.