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Nayib Martin Goushesh

Aerospace Engineer & AI Specialist

Aerospace Systems Engineer with a passion for STEM. My interests span air navigation, communications, and machine learning — from analyzing departure trajectories at Barcelona-El Prat to training deep reinforcement learning agents for autonomous vertiport operations. In my free time I enjoy programming any crazy idea related to these topics, and I'm always up for collaborating on something new.

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📍 Barcelona, Spain ✈️ Aerospace × AI LinkedIn GitHub Medium

About

What I do

Aerospace Consultancy

Expert guidance on air traffic management, avionics systems, and U-space applications for next-generation aviation.

ATM SystemsAvionicsDrone OperationsU-space

5+ projects

Software Development

Custom solutions with Python, C#, and modern frameworks for aerospace and data applications.

PythonC#FastAPIAPIs

15+ solutions

AI & Deep Learning

DRL frameworks, neural networks, and intelligent systems for complex engineering challenges.

DRLPPO/DQNTransformersLLMs

8+ models

Data Analytics

Transform raw data into actionable insights with statistical analysis and predictive modeling.

AnalyticsVisualizationML ModelsInsights

10+ analyses

Projects

Selected work

From DRL-driven vertiport scheduling to real-time surveillance decoding — a few things I've built and researched.

Autonomous Vertiport Operations ↗

Bachelor Thesis · UPC

Developed a Deep Reinforcement Learning framework for managing drone traffic at urban vertiports using PPO algorithms and AirSim simulation.

Novel approach to urban air mobility

Deep RLPPOAirSimFastAPIPythonGymnasium

ATM Departure Trajectory Analysis

University Project · UPC

Comprehensive analysis of ATM departure trajectories at Barcelona-El Prat Airport using advanced Python data processing.

Improved flight efficiency models

PythonPandasNumPyMatplotlibATM Systems

Asterix Surveillance Decoder

University Project · UPC

Developed an Asterix surveillance data decoder using C# for real-time ATM applications and ADS-B processing.

Real-time data processing

C#.NETAsterix ProtocolADS-BSurveillance

AI Content Pipeline

Freelance · Automation

Automated content creation system using local LLMs with LangChain for efficient content generation workflows.

80% time reduction

PythonLangChainGPT4AllOllamaFastAPI

Experience

Where I've worked

  • AOG Desk Purchasing Engineer

    Vueling (via Eurofirms) · Barcelona · 2024 — PresentFull-time

    Aircraft-on-ground logistics coordination and part sourcing for operational excellence.

  • R&D Engineer

    CRIDA · Remote · 2024Contract

    Developed custom DRL frameworks for autonomous drone traffic management.

  • Design Thinking Finalist

    SEAT · Barcelona · 2024Competition

    Designed generative AI-based in-vehicle virtual assistant MVP.

  • Freelance Developer

    Independent · Remote · OngoingFreelance

    ML/DL models, trading systems, and AI-powered agents for diverse clients.

Education

Background

B.Sc. Aerospace Systems Engineering

Air Navigation

Polytechnic University of Catalonia · Barcelona, Spain · 2024

Thesis: Towards Autonomous Vertiport Operations — A DRL Perspective ↗

Design Thinking Finalist

2024

SEAT S.A.

B.Sc. Aerospace Systems

2024

Polytechnic University of Catalonia

Erasmus+ Exchange

2023

European Union

Programming

Python95%
C#85%
MATLAB80%
SQL80%
Git90%

Machine Learning

TensorFlow/Keras90%
PyTorch85%
Stable-Baselines388%
Scikit-learn90%

Aerospace

ATM SystemsAvionicsDRL for UTMU-spaceVertiport OpsAirSimGNSS/GPSRadar Systems

Tools

LangChainGPT4AllOllamaOpenAIFastAPIPandasNumPyTensorBoard

Contact

Get in touch

Have a project in mind? Let's discuss how I can help bring your ideas to life.

Email me LinkedIn GitHub

Blog

Latest posts

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