CrohnsPred: Applications of Deep Learning for Genetic Risk Prediction of Crohn’s Disease
A Deep Neural Network for Genetic Risk Prediction of Crohn’s Disease.
Portfolio
Patronizing and Condescending Language Recognition with Language Models
Using Language Models for the prediction of Patronizing and Condescending Language (PCL). Adapted from the SemEval 2022 ‘Don’t Patronize Me!’ Task. Submitted as group coursework for the ‘Natural Language Processing’ postgraduate course at Imperial College London. 
Acute Kidney Injury (AKI) Prediction System using Machine Learning Models
A Machine Learning model for the diagnosis of Acute Kidney Injury (AKI). Submitted as group coursework for the ‘Software Engineering for ML Systems’ postgraduate course at Imperial College London. 
DGL2025 Brain Graph Super-Resolution Kaggle Challenge
Graph Super Resolution of Brain graphs using Deep Graph Neural Network. Submitted as group coursework for the ‘Deep Graph-Based Learning’ postgraduate course at Imperial College London. 
Reinforcement Learning: Maze Games and OpenAI Gymnasium
Exploring Reinforcement Learing techniques in various environments. Submitted as courseworks for the ‘Reinforcement Learning’ postgraduate course at Imperial College London. 
HotDog Image Generator
A DDPM model for the generaation of hot dog images. Submitted as coursework for the ‘Deep Learning’ postgraduate course at Imperial College London. 
FDM Expenses Manager
A Web-based System for FDM Employee Expenses Tracking. Submitted as group project for the ‘Software Engineering’ undergraduate course at Queen Mary University of London. 
Exploring Graph Neural Networks
Exploration of GNNs. Submitted as coursework for the ‘Deep Graph-Based Learning’ postgraduate course at Imperial College London. 