CV

Jorge Mario Cruz-Duarte

Summary

Jorge M. Cruz-Duarte is a Postdoctoral Researcher at the Equipe de Recherche Bonus (opens in a new tab), Centre Inria de l'Université de Lille (since 2025). Previously, he was a Research Professor (2021–2024) in the Research Group on Advanced Artificial Intelligence at the Tecnológico de Monterrey (TEC) (opens in a new tab). From 2019 to 2021, he was a Postdoctoral Researcher at the Research Group with Strategic Focus on Intelligent Systems at TEC (opens in a new tab), collaborating with the Chinese Academy of Sciences (CAS) (opens in a new tab) to integrate Data Science and Optimisation. He earned his B.Sc. and M.Sc. degrees in Electronic Engineering from the Universidad Industrial de Santander (UIS) (opens in a new tab) and his PhD in Electrical Engineering from the Universidad de Guanajuato (UGto) (opens in a new tab). He was on a Short Research Stay at the University POLITEHNICA of Bucharest (UPB) (opens in a new tab).

He is a Level I member of the CONACHyT (opens in a new tab) Mexican National System of Researchers, an IEEE (opens in a new tab) Senior Member, and a member of the Mexican Mathematical Society (SMM (opens in a new tab)) and the Mexican Academy in Computer Sciences (AMEXCOMP (opens in a new tab)). He chairs the IEEE Computational Intelligence Society’s Task Force on Automated Algorithm Design, Configuration, and Selection (TFAADCS) (opens in a new tab). Jorge participates actively as a reviewer for several scientific journals, including Applied Soft Computing, Swarm and Evolutionary Computation, Applied Thermal Engineering, IEEE Access, and Mathematical Reviews.

Experience

Centre Inria de l'Université de Lille, Postdoctoral Researcher

(January 2025 - Present)

Tecnológico de Monterrey, Research Professor

(July 2021 - December 2024)

Tech Stack: Python (Pandas, Numpy, TensorFlow, Keras, SciPy, ScikitLearn, Seaborn, Matplotlib), Matlab/Octave, Assembly, MPLAB, KiCad, PSpice, Unity, C/C++, C#, R, LaTeX, Inkscape, Affinity Designer, MS Office.

Tecnológico de Monterrey, Postdoctoral Researcher

(June 2019 - June 2021)

Tech Stack: Python (Pandas, Numpy, TensorFlow, Keras, SciPy, ScikitLearn, Seaborn, Matplotlib), LaTeX, Inkscape, MS Office.

Projects

Synergistic Integration of Data Science and Optimisation for Tailoring Meta-heuristics to Solve Continuous Problems

Tecnológico de Monterrey and Chinese Academy of Sciences, (June 2019 - June 2021)

Tech Stack: Python (Pandas, Numpy, TensorFlow, Keras, SciPy, ScikitLearn, Seaborn, Matplotlib), LaTeX, Inkscape, MS Office.

Feature transformation for improving characterisation of combinatorial optimisation problems

CONACyT, (2019 - 2023)

Tech Stack: Matlab, LaTeX, Inkscape, MS Office.

Skills

Education

Academic Advising

Further details can be found here.

Certifications

CC BY-NC 4.0 © Jorge M. Cruz-Duarte.