Debiasing Word Embeddings
Mini-project that looks at potential bias in pre-trained word embeddings and methods on how to remove such bias.
Temporal Point Processes and Smart Broadcasting
Project that explores various algorithms in temporal point processes. Also explores one potential use-case in smart broadcasting of messages.
Predicting Vulnerability of Windows Machines to Malware
This is a data-science project that aims to predict which Windows machines are more prone to malware attacks. I show the application of various different methods for the task and give a comparative analysis between them.