Santiago Martínez Novoa

Santiago Martínez Novoa

Machine Learning Researcher | Multilingual NLP & Trustworthy LLM Evaluation

CV Resume

Generative Artificial Intelligence for Research - Research Assistant

Universidad de los Andes

Augmented Artificial Intelligence Initiative

Jan 2025 - Jun 2025

Bogotá, Colombia

Description

  • Designed an LLM-as-judge evaluation architecture that scores response quality and grades student work against rubrics, using Prometheus and BERTScore.
  • Built locally deployed RAG systems and custom AI agents that answer domain-specific research questions.
Python Ollama Gemini API RAG Prometheus BERT OpenAI API LLM Evaluation