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santiago-cruzlopez/README.md

🚀 About Me

Hi there! I'm Santiago Cruz, a Computer and Systems Specialist with 5+ years of expertise in enterprise IT infrastructure, system administration, and network operations. Proficient across Windows, Linux, and virtualization platforms (VMware, Hyper-V, Proxmox) in 24/7 data center and academic environments. Passionate about AI, Network Automation, Computational Finance, and Embedded Systems.

AI and Automation Projects

  • WLV-MSc-AI - Contains all codes and ML models I developed for my MSc in Artificial Intelligence at the University of Wolverhampton. It documents projects, experiments, and results, and includes core libraries (NumPy, Pandas, scikit-learn, TensorFlow, PyTorch, SciPy).
  • Network-Automation - A comprehensive Infrastructure as Code (IaC) repository designed to automate the lifecycle of network security operations.

Embedded Systems Projects

  • GST-DeckLink - High-performance C/C++ and Python implementation for BlackMagic DeckLink Duo card integration. Features GPU acceleration with OpenCV and CUDA for optimized video processing in broadcasting and live events.
  • Smart Home Automation System - IoT solution using Arduino UNO R4 WIFI with Arduino Cloud integration. Includes DHT11 environmental monitoring, I2C LCD, motion detection, and remote control capabilities. Explore additional Arduino and IoT projects in the Arduino-Projects.

Computational Finance Projects

  • MQL5 - Developed automated trading algorithms on the MetaTrader 5 platform using MQL5 language to develop profitable Expert Advisors. Implemented various strategies, including trend following, scalping, and neural networks, with robust risk management, backtesting capabilities, and Discord integration for real-time alerts.
  • Quantitative-Trading - Comprehensive trading toolkit featuring data acquisition, backtesting engines, and machine learning integration with TensorFlow/Keras and Auto-Bayesian Neural Networks for predictive market analysis.

Skills

  • Infrastructure & Virtualization: VMware vSphere & ESXi - Hyper-V - Proxmox VE - SAN/NAS
  • Operating Systems & Automation: Windows Server - Ubuntu - PowerShell - Bash - Ansible - Puppet
  • Networking & Security: Cisco IOS - VLANs, BGP, OSPF - Firewalls (Fortinet, Palo Alto) - VPN - IDS/IPS
  • Programming & Scripting: Python - C/C++ - MQL5 - Bash - Git

Tech Savvy

My Skills

OS: Windows and Linux Lover ❤️

Windows Linux Ubuntu
Windows Linux Ubuntu

Santiago Cruz's GitHub Stats

Statistics Programming Languages
Santiago Cruz's GitHub Stats Most Used Languages

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  1. MQL5 MQL5 Public

    Algorithmic trading strategies using the MT5 platform and MQL5 (C++) language to program automated and profitable financial bots (Expert Advisors).

    MQL5 40 10

  2. Quantitative-Trading Quantitative-Trading Public

    The Quantitative Trading Repository is a collection of Python-based tools and strategies for quantitative trading, focusing on data acquisition, algorithm development, backtesting, and visualization.

    Jupyter Notebook 3

  3. Network-Automation Network-Automation Public

    A comprehensive Infrastructure as Code (IaC) repository designed to automate the lifecycle of network security operations.

    Python 2

  4. GST-DeckLink GST-DeckLink Public

    GStreamer and the DeckLink SDK repository for C/C++ and Python development using the BlackMagic DeckLink Duo card, used in Broadcasting Media, Streaming and Live events.

    Python 1