CodeEvolve: Evolutionary Agents for Scientific Discovery

Henrique Assumpção is a machine learning researcher and computer scientist working across algorithm discovery, optimization, and graph theory. He is one of the authors of CodeEvolve, an open-source evolutionary coding agent that combines LLMs with genetic algorithms to search for stronger algorithmic solutions. His work sits directly in the new wave of automated algorithm design: using AI systems not just to write code, but to explore, mutate, test, and improve algorithms against real benchmarks.