Samuel Tovias

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.

•  PhD StudentPhD Student

Centro de Investigación y de Estudios Avanzados del IPN · Full-timeCentro de Investigación y de Estudios Avanzados del IPN · Full-time Sep 2018 - Dec 2022 · 4 yrs Ciudad Victoria, Tamaulipas, Mexico · On-siteCiudad Victoria, Tamaulipas, Mexico · On-site

Skills: C (Programming Language) · Pattern Recognition · MATLAB · Machine Learning · Data VisualizationSkills: C (Programming Language) · Pattern Recognition · MATLAB · Machine Learning · Data Visualization

• Adjunct ProfessorAdjunct Professor

Universidad Politécnica de Victoria · Contract Universidad Politécnica de Victoria · Contract Sep 2017 - Aug 2018 · 1 yr Ciudad Victoria, Tamaulipas, Mexico · On-site

• 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