Projects
Experiment with Differential Privacy using IBM's Diffprivlib
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Implementation of differentially private statistical utilities and data visualisation tools. Exploring the impact of differential privacy on machine learning / numerical computational accuracy.
Genre classification for book summaries
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Feature investigation and genre classification to explore the differences between summaries and text documents using a simple linguistic approach
Analysis of Kisan Call Centre Queries
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Data Preprocessing for the Kisan Call Centre Dataset. Implementation of a Document Similarity (TF-IDF) model for automatic selection of QueryType from QueryText in the dataset to minimise manual entry errors
Early Warning System for Epidemics
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Design and proposal of a circular, smart system involving participation of the government, health services and citizens, via a mobile application, with the analysis of the collected data being performed in a hierarchical manner in cloud storage
Ummeed - A Vehicle for Social Change
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As part of the NASA Space Apps Challenge, implemented a web-based application to register humanitarian crises information and spread awareness about them