Technical Core
Optimization Under Constraints
Design and analysis of intelligent optimization methods. Instances include metaheuristics and LLM-assisted optimization pipelines.
Selected workScientific & Philosophical Articles
Peer-reviewed publications on combinatorial optimization and the philosophy of computation.
15-Second Overview
I seek unity in diversity. I am not interested in accumulating topics; I pursue a single question from multiple angles: how we think, justify, and control algorithmic systems, and now LLMs, when knowledge is partial and error is structural.
Technical Core
Design and analysis of intelligent optimization methods. Instances include metaheuristics and LLM-assisted optimization pipelines.
Selected workSoftware Core
Development of tools that make algorithmic behavior inspectable and reproducible. Instances include STN Analytics and related visualization frameworks.
Selected work
Philosophical
A philosophical framework centered on Architectures of Error, comparing how human and AI systems generate, justify, and propagate mistakes in code.
Selected workIntellectual Cartography
My projects live at the intersection of six clusters. This map shows the structure, and the cards below show concrete outputs in each direction.
Cluster I
Optimization systems for difficult scientific search spaces.
Examples: metaheuristics combined with deep learning techniques
View publicationsCluster II
Algorithm configuration, code evolution, and analytics interfaces.
Examples: irace-evo, STN Analytics, visgraphvar
View publicationsCluster III
Conceptual analysis of error, grounding, and artificial agency.
Examples: architectures of error, code structure evolution
Read papersCluster IV
Long-form writing that translates technical topics for broader publics.
Examples: palabras y algoritmos, principios de programacion
Go to written workCluster V
University-level teaching focused on practical and conceptual Machine Learning.
Examples: EAE Business School, applied ML classes
Discuss teaching collaborationsCluster VI
Bridging academic rigor with practical, business-oriented execution.
Examples: strategy design, prototype roadmaps
Open a conversationScientific & Philosophical Articles.
Camilo Chacón Sartori(*), Guillem Rodríguez-Corominas, and Christian Blum.
Tables, map and a spoken walkthrough on the project page.
Camilo Chacón Sartori(*), José H. García, Andrei Voicu Tomut, and Christian Blum.
Camilo Chacón Sartori(*)
Camilo Chacón Sartori(*), and Christian Blum.
Camilo Chacón Sartori(*), Martín Isla, Pedro Pinacho, and Christian Blum.
Camilo Chacón Sartori(*), Guillem Rodríguez Corominas.
Camilo Chacón Sartori(*), Christian Blum.
Camilo Chacón Sartori(*), Christian Blum, Filippo Bistaffa.
Camilo Chacón Sartori(*), Christian Blum, Filippo Bistaffa, and Guillem Rodríguez Corominas.
Camilo Chacón Sartori(*), Christian Blum, Gabriela Ochoa.
Camilo Chacón Sartori. Accepted as oral presentation. Industrial collaboration with MindSurf.
Mehmet Anıl Akbay, Jaume Reixach, Guillem Rodríguez Corominas, Camilo Chacón Sartori, and Christian Blum.
Camilo Chacón Sartori(*), Christian Blum.
Camilo Chacón Sartori(*), Christian Blum, Gabriela Ochoa.
Camilo Chacón Sartori(*), Christian Blum, Gabriela Ochoa.
Camilo Chacón Sartori(*), Christian Blum.
Jairo Enrique Ramírez Sánchez, Camilo Chacón Sartori, Christian Blum.
Camilo Chacón Sartori(*), Christian Blum, Gabriela Ochoa.
Camilo Chacón Sartori(*), Christian Blum.