Projects
All projects
Featured engineering and research work, open-source code, and a reserved look at private projects.
Featured
Engineering & research
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
Open source
Public repositories
Code I've released — each description comes straight from the repo's own README.
Math Channel ↗
Open source · Math education
Production pipeline for a Manim-powered math channel: 54 scripted videos across pre-university, undergraduate, and graduate playlists — Calculus I–III, Linear Algebra, and more — with per-video planning, reusable templates, and render tooling.
Hermes — ARC-AGI-3 Agent ↗
Open source · Competition entry
LLM-powered agent for the ARC-AGI-3 Kaggle competition: turns 64×64 grid observations into objects and frame diffs, probes game mechanics systematically, and drives structured GLM reasoning (via NVIDIA NIM) through an explore–understand–plan–execute–adapt loop.
SIERRA ↗
Open source · RL environment
Survival Intelligence Environment for Resource Research and Adaptation — a grid-based reinforcement-learning environment with multi-resource management, day/night and weather cycles, threats, and crafting, plus a training framework with metrics and visualization.
CryptoCNN ↗
Open source · Experimental
Exploratory study on convolutional networks for trading: CNNs classify short-term BUY/SELL signals for Binance-listed cryptocurrencies from candlestick-chart images enhanced with technical indicators.
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