Pinned

1. llm-security-prompt-injection llm-security-prompt-injection Public

   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…

   Jupyter Notebook 11 4

2. ml-classification-malicious-network-traffic ml-classification-malicious-network-traffic Public

   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 …

   Jupyter Notebook 5 1

3. ml-clustering-intrusion-detection ml-clustering-intrusion-detection Public

   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…

   Jupyter Notebook

4. lstm-stock-price-prediction 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 …

   Jupyter Notebook

5. cnn-image-classification 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…

   Jupyter Notebook

6. sms-java-demo 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