Coming soon
Applied AIak.
Project · Personal
Personal Finance & Investment Analytics
Building a personal platform for monitoring investments, organising financial data and exploring AI-assisted insights. A public case study is in preparation.
Projects
A mix of personal and academic projects.
Project · Academic
Forecasting Smartphone App Usage
Built a multivariate time-series deep learning model using behavioural data from more than 12,000 users to forecast app usage.
Project · Academic
IMDb Sentiment Classifier
Used BERT and Hugging Face Transformers to classify film-review sentiment, with attention to the model development workflow.
Project · Academic
Understanding Changes in Mobile App Usage
Analysed smartphone behaviour and compared forecasting methods to understand trends and changes in app usage.
Project · Academic
Deep Learning Image Colorization
Explored neural network architectures for turning grayscale images into plausible colour images, comparing reconstruction quality and perceptual similarity.
Project · Academic
New York City Car Collision Prediction
Combined collision records, weather and speed-limit data to explore road safety patterns and model accident severity.