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  • Universidad Carlos III de Madrid
  • Valdemorillo, Madrid, España
  • 09:22 (UTC +02:00)
  • LinkedIn in/4rtux

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4rtux/README.md

Arturo Soto

AI Engineer at Qaracter specializing in production machine learning, systems architecture, and intelligent automation for the banking and insurance sectors. Background in Computer Systems Engineering with an M.Sc. in Artificial Intelligence.

LinkedIn Email

Engineering & Applied Research

Project Core Stack Overview
Scene Graph LLM Reasoning Python, PyTorch, Graphs Benchmarking framework evaluating spatial logic, topological serialization, and task execution boundaries across compact local LLMs.
VocalAgent Go, Systems APIs, Whisper/TTS System daemon handling global OS-level shortcuts to trigger low-latency, localized speech inference pipelines via IPC.
YTMusic Utility TypeScript, Python, REST APIs Automation service resolving and migrating YouTube Music playlists to high-fidelity audio streams.

Core Competencies

  • Production AI & ML: LLM deployment & quantization, agentic pipelines, PyTorch, Hugging Face, enterprise financial/risk automation.
  • Systems & Backend: Go, C/C++, Python (FastAPI/asyncio), TypeScript, POSIX systems, IPC architectures.
  • Data & Infrastructure: Linux systems, Docker containerization, TrueNAS/ZFS management, PostgreSQL, Redis.

Public Activity

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Open to technical exchanges on enterprise AI architecture, systems engineering, and open-source infrastructure.

Pinned Loading

  1. VocalAgent VocalAgent Public

    Push-to-talk STT/TTS bridge for CLI AI agents. Hold a hotkey, speak, release -- the agent responds aloud.

    Go 1

  2. YTMusic-Playlist-Cleaner YTMusic-Playlist-Cleaner Public

    Youtube Music Playlist Cleaner - Select the desired playlist, the music videos will be replaced by their respective high quality song

    TypeScript

  3. Advertising_portal Advertising_portal Public

    Fully working advertising portal similar to Wallapop, OLX or others.

    TypeScript 2

  4. 3D-CNN-Action-Recognition-Model 3D-CNN-Action-Recognition-Model Public

    Identificación de actividades cotidianas basado en visión por computador y cámara con montaje en la cabeza.

    Python

  5. CNN-Brain-Tumor-Classification-Model CNN-Brain-Tumor-Classification-Model Public

    Brain Tumor Classification Model using convolutional neural networks providing MRI images

    Jupyter Notebook

  6. NN-Stroke-Predictor NN-Stroke-Predictor Public

    Neural Network Stroke Predictor

    Jupyter Notebook