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Learning and working!
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Learning and working!

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Santisoutoo/README.md

Aviation banner

Santiago Souto Ortega

AI Engineer focused on Aviation AI

Building agentic systems, voice interfaces, and simulation tools for aviation operations and training.

LinkedIn | Portfolio | Email

Featured Projects

AIrport system demo on YouTube

AI-powered ATC training platform: controllers speak to intelligent virtual pilots while aircraft operate in X-Plane 12.

FastAPI Multi-agent AI Voice AI X-Plane 12

Watch demo | View repository
Open Instructor Station approach-training console

AI-assisted instructor console for placing aircraft and changing their operational state throughout a training session.

Flight training Simulation control Operational workflows

View repository

Fork of LexFlow extended with autonomous-agent workflows.

Autonomous agents LLM workflows AI systems

View fork

Headless A320 systems simulator built on FlyByWire. Its CLI and MCP server let LLM agents identify and manage failures through ECAM and QRH procedures.

Rust Python MCP Flight simulation

View repository

Public corpus of 300 synthetic ICAO radiotelephony exchanges for pilot readback research and evaluation across delivery, ground, and tower operations.

NLP ATC Radiotelephony CC-BY-4.0

Explore on Hugging Face

Focus

  • Agentic AI systems for aviation operations and training
  • Voice, NLP, and ICAO radiotelephony workflows
  • High-fidelity simulation and human-in-the-loop interfaces
  • Developer tools and MCP-based AI integrations

Background

Artificial Intelligence Engineering graduate with hands-on work across machine learning, deep learning, NLP, and data analytics. I am particularly interested in applying AI to complex, safety-conscious aviation environments.

Tech Stack

Languages

Python SQL

AI/ML Frameworks

TensorFlow PyTorch Scikit Learn Pandas NumPy

Data Visualization

Excel Matplotlib Seaborn

Web Development

FastAPI Reflex

Tools & Platforms

Git GitHub Jupyter Docker

Databases

Supabase PostgreSQL

Academic Background & Certifications

  • Artificial Intelligence Engineering - UIE Campus Coruna
  • Deep Learning Specialization - Andrew Ng (Coursera)
  • DeepLearning.AI Data Analytics Professional Certificate
  • IBM Deep Learning with PyTorch, Keras and TensorFlow - Professional Certificate

Contact

For collaboration, research, or aviation AI opportunities, reach me on LinkedIn, through my portfolio, or by email.

Pinned Loading

  1. NLP NLP Public

    Jupyter Notebook

  2. Machine_Learning Machine_Learning Public

    Jupyter Notebook

  3. apiAS apiAS Public

    Python

  4. LexFlow LexFlow Public

    Forked from VforVitorio/LexFlow

    LexFlow is an open-source framework for building graph-based AI agent systems powered by FastAPI and MCP tools. It enables chat-driven workflows, tool calling, and visual graph-based interfaces for…

    TypeScript 1