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P3dream/README.md

Welcome to my GitHub! 👋

I'm Pedro Pizzi, a software engineer focused on building scalable systems and applied AI solutions, with experience across networking, compliance, and aerospace.

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


💼 About Me

  • 💻 Focus: Back-end systems, distributed architectures, and AI-powered solutions
  • 🧠 Interests: LLMs, anomaly detection, and intelligent systems
  • 🌍 Languages: Portuguese, English, Spanish, French
  • 🛠️ Stack: TypeScript, NestJS, Python, PostgreSQL, Docker, CI/CD
  • 🚀 Goal: Build global products that are robust, intelligent, 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 real-world dataset
  • Combines LLMs + cybersecurity + anomaly detection

🧠 Professional Highlights

  • 🟠 Orange Business Services — Worked with international teams in networking systems
  • 🧩 Advice Compliance Solutions — Built compliance-focused software
  • ✈️ GE Aerospace — Rebuilt a legacy backend used by 1,300+ users globally, improving performance, maintainability, and observability

📫 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