Sebastián Rodríguez Colina

Staff Machine Learning Engineer @ Factored

About

Machine Learning Engineer with 10+ years of experience building scalable solutions and delivering high business value through generative AI, computer vision, and MLOps techniques for AI startups, technology companies, and the manufacturing industry. Moreover, I have been a mentor and a teacher of AI related subjects at Universidad EAFIT and Universidad de Antioquia.

Workshop

Artificial IntelligenceMachine LearningData Science

Building AI Agents to Play Catan

FORMAT: WorkshopLEVEL: IntermediateLANGUAGE: Spanish

Designing AI for environments with chance and imperfect information is a fascinating challenge. In this workshop, we will develop a Python agent capable of playing Settlers of Catan and compare different approaches live. Beyond the board, attendees will discover how the principles used here apply to any LLM-based agent system. You will learn to equip your agents with tools, connect services via MCP (Model Context Protocol), and structure robust architectures to optimize complex decision-making.

Sebastián Rodríguez Colina

Staff Machine Learning Engineer @ Factored

View talk

Want to know more?

Join PyCon Colombia newsletter and get a complete overview of our events, speakers and community participation.