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cnn-image-classification Public
The objective of this project is to carry out supervised image classification on a collection of colored images. It employs a convolutional neural network design and applies data augmentation and t…
machine-learning artificial-intelligence neural-networks image-classification convolutional-neural-networksJupyter Notebook MIT License UpdatedJun 12, 2024 -
ann-bank-customer-retention Public
This is a simple project that aims to create a basic Artificial Neural Network to predict if bank customers are going to maintain/close their accounts.
Jupyter Notebook MIT License UpdatedMay 24, 2024 -
This project aims to analyze and classify a real network traffic dataset to detect malicious/benign traffic records. It compares and tunes the performance of several Machine Learning algorithms to …
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lstm-stock-price-prediction Public
This project implements a time series multivariate analysis using RNN/LSTM for stock price predictions. A deep RNN model was created and trained on five years of historical Google stock price data …
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This project investigates the security of large language models by performing binary classification of a set of input prompts to discover malicious prompts. Several approaches have been analyzed us…
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The aim of this project is to apply unsupervised machine learning to perform intrusion analysis and detection on a network traffic dataset. The data set was first cleaned and processed, and PCA was…
machine-learning artificial-intelligence cybersecurity intrusion-detection network-security clustering-analysisJupyter Notebook MIT License UpdatedNov 16, 2023 -
sms-java-demo Public
This project is intended to showcase my software engineering and development skills. It is a demo project but incorporates key software design and clean code principles. It represents a backend mod…
Java MIT License UpdatedJul 16, 2023