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P3dream/README.md

Welcome to my GitHub! 👋

I'm Pedro Pizzi, a software engineer focused on building scalable systems, distributed architectures, and applied AI solutions.

Currently at BTG Pactual, I work on financial and regulatory reporting systems, dealing with data-intensive workloads processing millions of records daily. Previously, I worked at GE Aerospace, where I rebuilt the backend of an enterprise application used by 1,300+ users globally.

I enjoy working on problems that combine software engineering, distributed systems, security, and machine learning.


💼 About Me

  • 💻 Focus: Back-end systems, distributed architectures, and full-stack development
  • ☁️ Cloud: AWS, Docker, CI/CD
  • 🧠 Interests: LLMs, cybersecurity, anomaly detection, and intelligent systems
  • 🌍 International experience: Spain, North America, and multinational teams
  • 🛠️ Stack: C#/.NET, Node.js, TypeScript, React, Python, AWS
  • 🚀 Goal: Build global products that are scalable, robust, and impactful

🚀 Featured Work

🧠 GenGuardian - AI for DDoS Detection

  • Fine-tuned LLaMA-based model for network traffic classification
  • Optimized with QLoRA (4-bit quantization) for low-resource environments
  • Achieved ~98% accuracy on the evaluated dataset
  • Combines LLMs + cybersecurity + anomaly detection

🏢 Professional Experience

  • 🏦 BTG Pactual - Develop financial and regulatory reporting systems using React, .NET/C#, SQL, and AWS, working with distributed data-processing workflows handling millions of financial records daily
  • ✈️ GE Aerospace - Rebuilt a backend serving 1,300+ users globally, eliminating approximately 800 security vulnerabilities
  • 🧩 Advice Compliance Solutions - Developed compliance-focused software using C#/.NET and REST APIs
  • 🟠 Orange Business Services - Worked with international teams on networking systems and services

📫 Contact


Pinned Loading

  1. nest-back-end-project nest-back-end-project Public

    nest backend project

    TypeScript 2

  2. performance-monitoring performance-monitoring Public

    Performance monotoring using grafana + prometheus and Nest.js

    TypeScript

  3. order-system order-system Public

    Order system using Nest.js, RabbitMQ, postgres and docker.

    TypeScript