The Probability and the Word

About Me

Professional Specialization

  • I work in MLOps, software design, and Agentic AI, focusing on taking machine learning models from development to production
  • Research rigorous statistical applications in ML, edge computing, and distributed systems optimization through GitOps
  • Develop robotics applications integrating sensors and actuators with ML models for autonomous systems
  • Currently exploring the intersection between machine learning, LLMs, and financial markets
  • Develop and test code on a portable Raspberry Pi setup connected to iPad, monitoring efficiency with Weights & Biases

Career Path

  • Worked at international organizations: UN and IDB
  • Research and development at Yale University
  • Private sector: Mercado Libre and Globant
  • University teaching in Colombia, Mexico, Chile, and Spain

Humanities Research

  • Study economic history, specifically religion’s influence on economic development
  • Research the emergence and evolution of Latin American political messianism
  • Analyze dynamics between cultural and economic factors in Latin America

Personal Interests

  • Book and literature collector
  • Music enthusiast, especially vinyl format
  • Avid reader with interests spanning both technology and humanities