Projects
A showcase of my personal and professional projects
Classifying transactions with deep learning for financial models
An AI-powered classifier for financial transactions
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Translating image styles with CycleGAN from Monet to photos
Using the CycleGAN generative adversarial network to stylize photos in the style of Monet.
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Using NLP with Twitter to monitor natural disasters
When disaster strikes, real-time social media monitoring can be a powerful tool for early warning and response. This project analyzes Twitter data to identify posts that describe actual natural disasters, which could potentially serve as an early warning system for governmental and humanitarian organizations.
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News topic modeling with matrix factorization
A comparative analysis of unsupervised and supervised machine learning techniques for classifying news articles into predefined categories
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An unsupervised learning approach to cat vocalizations
An analysis of cat vocalizations using machine learning techniques to identify patterns in cat meows across different contexts. The project uses the Cat Meow Classification dataset from Kaggle, which contains 440 audio recordings of cat meows in three specific contexts: brushing, waiting for food, and isolation in an unfamiliar environment.
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Foraging for mushrooms in random forests
Using supervised machine learning techniques to classify mushrooms as either poisonous or edible, emphasizing the importance of model evaluation metrics.
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