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.
About
What I do
Aerospace Consultancy
Expert guidance on air traffic management, avionics systems, and U-space applications for next-generation aviation.
5+ projects
Software Development
Custom solutions with Python, C#, and modern frameworks for aerospace and data applications.
15+ solutions
AI & Deep Learning
DRL frameworks, neural networks, and intelligent systems for complex engineering challenges.
8+ models
Data Analytics
Transform raw data into actionable insights with statistical analysis and predictive modeling.
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
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
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
AI Content Pipeline
Freelance · Automation
Automated content creation system using local LLMs with LangChain for efficient content generation workflows.
80% time reduction
Private work
Selected private projects
Closed-source by choice and kept at a high level on purpose — details available on request.
Autonomous Vertiport Management — v3
Private research · Third generation
The production-grade continuation of my thesis work: coordinating last-mile delivery drone traffic at urban vertiports with multi-agent deep RL (MAPPO over graph neural networks) inside a layered control architecture with formal safety shielding.
10 months of research · third system generation
ARES — Simulation Engine
Private engineering project
A deterministic, reproducible simulation workspace in Rust with a live web UI — multi-rate scheduling, adaptive RK45 integration, ensemble data assimilation, and epidemic, traffic, and heat-transfer models.
Determinism and reproducibility first
Aria — AOG Operations Agent
Private · Aviation operations
An autonomous agent layer with guardrailed reasoning, verification, and delegation, driving a sourcing command center for aircraft-on-ground parts operations.
Airline ops × autonomous agents
TRADER — Trading Research Platform
Private · Personal infrastructure
A single-user, Docker-native research and execution stack: versioned market-data lake, feature pipelines, and strategy validation gates (deflated Sharpe, drawdown, turnover) before any paper-to-live promotion.
Validation gates before live capital
Experience
Where I've worked
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AOG Desk Purchasing Engineer
Vueling (via Eurofirms) · Barcelona · 2024 — PresentFull-time
Aircraft-on-ground logistics coordination and part sourcing for operational excellence.
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R&D Engineer
CRIDA · Remote · 2024Contract
Developed custom DRL frameworks for autonomous drone traffic management.
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Design Thinking Finalist
SEAT · Barcelona · 2024Competition
Designed generative AI-based in-vehicle virtual assistant MVP.
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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
Machine Learning
Aerospace
Tools
Blog
Latest posts
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Hello world — a new site on GitHub Pages
Why I rebuilt my personal website as a static Jekyll site on GitHub Pages, and how to keep it running.
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Building AI Agents with LangChain and Local LLMs
A practical guide to developing AI-powered automation systems using open-source language models.
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U-space: The Future of Urban Air Traffic Management
Understanding the European U-space framework and its implications for drone operations in urban environments.