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LeoMartinezTAMUK/README.md

Hi 👋, I'm Leo

I have a strong passion for Computer Science, especially in the areas of Cybersecurity and Artificial Intelligence!

leomartineztamuk

  • 🔭 Profile README is currently under developement!

  • ⚙️ Primary Skills: Artificial Intelligence (e.g., Machine/Deep Learning, LLMs, etc.), Software Development, Cybersecurity, Data Science, Cloud Computing, Bash Scripting

  • 🌱 I’m currently learning more about Agentic Systems

  • 📫 Personal Professional Email: mtz3.leo@gmail.com

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  1. Network_Intrusion_DNN-CTGAN Network_Intrusion_DNN-CTGAN Public

    Utilizing Generative AI coupled with Deep Neural Networks to classify network intrusions from the widely recognized NSL-KDD dataset and is based on a research paper I produced in Spring 2024 with t…

    Jupyter Notebook 4

  2. Home-Lab-SOC-Portfolio Home-Lab-SOC-Portfolio Public

    A simulated Security Operations Center (SOC) lab built with VirtualBox. This repository documents full kill-chain cyber attacks, Suricata NIDS detection validation, and a custom Python-based SOAR i…

    Python

  3. Ransomware_Family_Classification_ML Ransomware_Family_Classification_ML Public

    This Python program implements a Deep Neural Network (DNN) for classifying ransomware many families using the Ransomware RISS Dataset. The dataset provides various binary features to analyze ransom…

    Python 1

  4. codebase_AI-agent codebase_AI-agent Public

    This project implements a minimal and deterministic AI agent that can search, analyze, and build a large C++ codebase under a strict 5,000‑token budget.

    Python

  5. ML-Based_MTD ML-Based_MTD Public

    M.T.D. is a project that tackles the growing risks faced by industries worldwide due to cyber threats. Our project employs a comprehensive approach to address various cyber-attacks, focusing on int…

    Python 2

  6. CNN-CTGAN_5-Class_ID CNN-CTGAN_5-Class_ID Public

    Combining a Convolutional Neural Network (CNN) and Conditional Tabular Generative Adversarial Networks (CTGAN) to perform multi-class classification for Network Intrusion Detection.

    Python 2 1