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Achievements

Achievement: Pull Sharkx3Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pull Sharkx3Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLO

Highlights

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PaulMagos/README.md

💫 About Me

👋 Hey, I’m Paul.
🎛️ AI/Software engineer & former DJ/producer.
🧠 I like turning messy data + models into usable tools, agents, and interfaces.
📍 Based in Germany, remote-friendly.
📫 paulmagos [at] icloud [dot] com

Lately I’ve been:

  • Building Python backends, data pipelines, and ML experiments (graphs, time series).
  • Working in a multi-service environment (Python, Java, Angular, Kafka, Kubernetes) on both internal tools and shipped products.
  • Leading an internal AI project to extract structured information from financial documents.
  • Exploring Rust and recently released a small Rust library.
  • Exploring the usage of AI in the Energy Management.

I care about:

  • AI agents & tools → how people actually use AI in their workflow.
  • Clean, pragmatic engineering → tests, observability, not over-engineering.
  • Playful, human interfaces → small “AI companions” that make complex systems feel approachable.

💻 Tech Stack

Core

Python Rust C C++ Java

Data & ML

Pandas NumPy PyTorch scikit-learn TensorFlow Keras SciPy Weights & Biases

Backend / Infra

NodeJS Django PostgreSQL MongoDB MySQL Kafka Linux Docker Kubernetes GitHub Actions Jenkins Vercel

Frontend / Other

React TypeScript VueJS p5js Markdown LaTeX Typst

Top Contibutions Top Languages
Paul's GitHub stats Top Langs

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  1. rustygraph rustygraph Public

    RustyGraph is a high-performance Rust library for computing visibility graphs from time series data, featuring automatic multi-core parallelization, SIMD acceleration on x86_64 (AVX2) and ARM64 (NEON)

    Rust

  2. HuffmanParallelCompression HuffmanParallelCompression Public

    This project explores how to parallelize Huffman Encoding using modern multi-core architectures. It starts from a baseline sequential implementation, then analyzes performance bottlenecks and restr…

    C++

  3. nextdataAI/aif nextdataAI/aif Public

    nextdataAI: a Python library for solving mazes using classical algorithms (A*, BFS, DFS, Dijkstra, Greedy), reinforcement learning (QLearning, QTable, QNN, QLSTM), and novel pseudo-heuristics. Feat…

    HTML

  4. exclusiveAI/MLProject exclusiveAI/MLProject Public

    This is a simple python library developed by Francesco Paolo Liuzzi and Paul Maximilian Magos. The library implements a simple vanilla NN from scratch in numpy.

    Jupyter Notebook

  5. StorageServer StorageServer Public

    StorageServer is an in-memory file storage server written in C, designed to handle multiple clients concurrently via UNIX sockets. It supports a complete set of file operations, includes an evictio…

    C

  6. WORTH WORTH Public

    WORTH is a collaborative project and task management system in Java, featuring a GUI or terminal client, a server with RMI/TCP, project-based multicast chat, real-time notifications, and JSON data …

    Java