Domaines de compétence

Technical: 

- Linear Network Analysis 

- Machine learning 

- Modeling 

- Scientific computing 

- Numerical analysis 

- Sensitivity Analysis 

- E-beam lithography modeling 

- Micro and Nano system 

- Atomic Force Microscope 

- Multi-scale 

- Signal processing 

- Image processing

- Complex inverse problem 

- Fitting algorithm 

- PDE, ODE – Big Data 

- Fluid Mechanics 

- Complex fluid 

- Hydrodynamic 

- Rheology 

- CFD   

 

Tools: 

Programming/Software/Design 

Python, Maple 

TensorFlow 

C, C++ 

MATLAB, Simulink 

FreeFem++, Mathematica 

Scilab, R 

COMSOL Multiphysics, 

COMSOL with MATLAB 

INSCALE, Java.

Eclipse, Visual Basic 

Gedit, Emacs, Latex 

Equipment/Hardware/Tools 

- AFM: Atomic Force Microscopy 

- SThM probe 

Operating systems 

Mac, Windows, Linux, CentOS.  

Expérience professionnelle

 

 06/2015- 10/2018: R&D - Application Engineer, ASELTA Nanographics / CEA Grenoble_France 

• • Direct contact with customers ins tasks of support and joint research. 
• • Proposition of new algorithms to address specific customer needs. 
• • Deep learning for geometry estimation and roughness measurements of nanoscale features from SEM images. 
• • SEM Simulation for Mask Inspection 
• • Contour extraction from mask SEM image 
• • Proximity effect modeling for E-Beam lithography and plasma etching. 
• • Development of new models for e-beam lithography, including the most significant effects that impact process resolution. 
• • Proposition and implementation of methods to evaluate to quantify the quality of a model in absolute and relative terms. 
• • Experimental data analysis (data mining, sensitivity method) 
• • Design of high performance data fit algorithm for electron beam lithography data- preparation 
• • Design of high accuracy process models for electron beam lithography (lithography or etching process) 
• • Design of a dose and/or geometry proximity effects correction algorithm for high resolution electron beam lithography applications 
• • Work Environment : INSCALE, Java, Python, C++, C. 

 

 

07/2014- 05/2015: R&D Engineer _ FEMTO-ST Besançon_France and IBM Zurich (CDD).

 Modeling and model-based control of temperature in an SThM probe. 

 

 

• Multi-scale model derivation for MEMS arrays. 
• Develop control theory for a SThM probe. 
• Develop an interface between symbolic multi-scale model derivation software and FEM software.
• Develop algorithms for symbolic multi-scale model derivation. 
• Developing a symbolic software package for multi-scale model of the device. 

Work Environment : COMSOL Multiphysics, Matlab, Comsol_with_Matlab. 

 

• 10/2010-06/2014: R&D Engineer_ PhD in Applied Mathematics LAMFA_LPMC (Amiens _ France) • Morphological Instabilities of microcapsules suspended free in complex flow. 

• • Numerical simulation of bioartificial capsules and cells in flow. 
• • Modeling and Numerical Simulation of a deformable particle under shear flow (Red blood cell, Pharmaceutical drug, Cosmetic Product). 
• • Coupling and Simulation of problem Fluid-Structure using FEM and BIM. 
• • Influence of internal viscosity on the large deformation and buckling of a spherical capsule in a simple shear flow. 
• • Ellipsoidal capsules in simple shear flow: prolate versus oblate initial shapes 
• • Computer Modeling of Red Blood Cell Rheology in the Microcirculation (Level Set, Image Processing: active contour). 
• • Dynamics of cancer cells. 
• • Nonlinear Modeling and Simulation of Tumor Growth. 
• 
  

 

Work Environment : Matlab, C /C++, FreeFem++, Python. 

Etudes

•  

  •  12/2013: Ph.D. in Applied Mathematics from University of Picardy Jules Verne: UPJV Amiens, France. 
  • • 06/2010: Master 2 in Applied Analysis and Modeling from University of Picardy Jules Verne: UPJV Amiens, France. 
  • • 06/2009: Master 1 of Applied Mathematics from The Higher Institute of Informatics and Mathematics, University of Monastir, Tunisia. 
  • • 06/2007: University diploma taken after two years’ study of Mathematics and Computer sciences from The Higher Institute of Informatics and Mathematics, University of Monastir, Tunisia. 
  • • 06/2005: Diploma second High school Mathematics, from Technical High School in Kasserine, Tunisia.