Younes El Houssaini

My role is to implement research literature to solve bi-level problems in, but not only, energy and transport fields. It covered mainly the following bullet points:

• Development, deployment and maintaining a web application to solve

bi-level optimization problems.

• Development of a bi-level optimization formulation library covering

linear and bi-linear problems for energy and transport application.

• Orchestration and development of mixed integer optimization solvers.

• Development of desktop/web applications for data visualization, data processing

• Modeling processes on Abaqus/CAE and building FEA based model with reduced computing time for parametric study

• Parameter identification: Multi-parameter optimization workflow based on Abaqus or/and model order reduction

• Developing deep learning models (CNN, MLP, RNN) to solve the inverse problems

• Development of an automatic tool of defect detection based on ultrasonic testing images

• Pipelines creation and data processing in addition to code optimization, refactoring and unit testing

Stack: Python, C++, Fortran, SQL, Django, HTML, CSS, Apache, Jenkins, Docker, MPI, PyQt5

• Dynamic optimization of load shedding in district heating: modeling and simulation of a virtual district heating

Stack: Python, Modelica, Scilab, Dymola, Genopt