I'm a Mathematics graduate currently studying MSc Data Analytics at QMUL.
I'm a hopeful data analyst and machine learning engineer and hope to pursue these passions in the future.
I'm constantly on the lookout to expand my skillset, most recently by exploring web development, and using this knowledge to build this site to showcase my work.
(Click to see notebook)
Using scikit-learn and natural language processing to deploy a neural network to a bot that tells you whether what you said is funny or not. Talk to HumourDetector here.
Using PyTorch to train neural network autoencoders and compare performance to reconstructions from principal component dimensionality reduction.
Implementing a neural network (from scratch) for classifying spoken digits from the AudioMNIST dataset.
Singular value decomposition and principal component analysis for use in image compression and in increasing efficacy of clustering algorithms.
Exploring k-means clustering, Gaussian mixture methods and spectral clustering for use in classification problems and image compression.
Implementing binomial logistic regression with ridge regularisation (from scratch) for classification on the Spotify Dataset. A bit more maths-heavy.