Samuel Tovias
PhD Computer Scientist, Data Scientist
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Sobre mí
I'm a Computer Science PhD with expertise in building machine learning models, exploratory data analysis, and designing global and multi-objective optimization algorithms. Recently, I led a project developing a new Filter Instance Selection method based on Linkage Trees using Evolutionary Algorithms. This enabled selecting a smaller subset of instances for supervised learning algorithms, reducing training time and computational cost.
In my free time, I enjoy spending time with family and friends and reading books for inspiration and new ideas. I'm passionate about applying my skills to impactful ML projects. I believe that the intersection of diverse fields and perspectives can drive meaningful progress and innovation.
Experiencia
- PhD StudentPhD Student
Skills: C (Programming Language) · Pattern Recognition · MATLAB · Machine Learning · Data VisualizationSkills: C (Programming Language) · Pattern Recognition · MATLAB · Machine Learning · Data Visualization
- Adjunct ProfessorAdjunct Professor
Educación
- Centro de Investigación y de Estudios Avanzados del IPN
Doctor of Philosophy - PhD, Computer Science
Grade: Computer Engineering and Technology
- Centro de Investigación y de Estudios Avanzados del IPN
Master of Science - MS, Computer Science
Grade: Computer Engineering and Technology
- Universidad Politécnica de Victoria
Mechatronic Engineering, Engineering
