Projects & Initiatives

Showcasing academic works, open data initiatives, and advanced AI engineering projects.

Academic Research AI & Data Hardware & IoT

Navegación Autónoma de Drones

Master's thesis project simulating eVTOL drone flight in urban environments using Unreal Engine, LangGraph, YOLOv8n, and local Small Language Models (SLM) for deliberative obstacle avoidance.

Unreal Engine 5 LangGraph YOLOv8 SLM Python

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Simulación en Ciencia de Datos

Comprehensive data science simulation project implementing Linear Congruential Generators (LCG), Monte Carlo, Metropolis-Hastings, discrete event simulations (M/M/c), and Gillespie algorithms.

Python Monte Carlo MCMC Gillespie SSA Quarto

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IoT Gateway on a Raspberry Pi

Domotic home automation hub running on a Raspberry Pi Zero W with a Mosquitto MQTT Broker, Node-RED dashboard, and ESP8266 nodes for DHT22/LDR sensors and high-voltage relays.

Raspberry Pi MQTT Node-RED ESP8266 IoT

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Detección de exoplanetas

Advanced regression analysis detecting and characterizing exoplanets using data collected from the Kepler Space Telescope. Focuses on data preprocessing, feature engineering, and exploratory data analysis.

Regression Models Kepler Data EDA R / Python

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Argentina Demographics 1869-2022

Open dataset hosted on Kaggle containing historical census data from Argentina, ranging from the first national census in 1869 to 2022, structured for historical demographic analysis.

Kaggle Dataset Open Data Demographics INDEC

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