Python, Labview, Mathematica, IDL, Fortran, Origin. LATEX
NAUTILUS (gas-grain numerical astrophysical code).
Data analysis software
Windows, UNIX, Mac OS.
Artificial Intelligence, Deep Learning, Machine Learning, Computer vision, Human-computer interaction, Deep reinforcement learning, Machine learning, AI, Computer science, Deep Learning, Computer Vision, Deep Neural Network. Open CV, neural network, convolutional neural network, RNN, TensorFlow, Keras, Pytorch
- Machine Learning and analysis method (CPA, AFCB, ACM, K-means, cross validation, regression, K-NN, desicion tree, Kernel CPA, SVM …),
- Statistical analysis methods and prediction analysis.
Surface physics techniques.
Mass spectroscopy and Temperature Programmed desorption (TPD) Thechnique.
Atomic and molecular beam lines.
Ultra-high vacuum (UHV) systems.
Infrared, Visible and UV spectroscopy.
Laser systems, REMPI.
Team management up to 5 persons.
Coordination up to 8 persons.
- Reports of needs,
- Technical and scientific specifications,
- Writing scientific papers and reporting.
Co-supervision of doctoral thesis and supervision of internship of undergraduates students.
PROFESSIONAL EXPERIENCES / PROJECTS
2012 – 2014 Scientific Researcher in the AMOR team, Laboratory of Astrophisics, Bordeaux (LAB), Bordeaux Observatory and Bordeaux University, France.
Doctoral thesis codirection and direction of several research internships, PI of several projects.
Implementation and project management.
Participation of a development of an astronomical database ''KIDA'', which is a database of kinetic data of interest for astrochemical (interstellar medium and planetary atmospheres) studies. In addition to the available referenced data, KIDA provides recommendations over a number of important reactions.
Using NAUTILUS code for modeling with Fortran&IDL the molecules desorption energies in the IRAS16293 protostar (one article in preparation for ApJL).
Leading a team of 8 project managers and 3 trainees. Coordinating 10 annual projects (LAB).
Coordination, animation, drafting of reports, redaction and publication ofarticles in refereed journals.
Animation steering committees (project managers, pos-PhD, PhD, Finance Department, General Directorate).
Ability to seek funding.
Elaboration of theories for understanding the physical chemistry in interstellar environments.
Writing and project submission to the French organizations (CNRS) and other international organizations such as Simon Foundation, Marie Curie, NWO,...
Buying and Installing Parts for experiments in physics.
Oral presentations of results in conferences and symposiums, seminars and international working groups.
Co-supervision of PhD students and mentoring of several research internships.
Using a numerical code "NAUTILUS" for modeling with FORTRAN 90 & IDL molecules desorption eneregies in protostar IRAS16293 (an article was published in a refereed journal).
despoliation and analysis of scientific data.
Participation and presentation of results obtained in different conferences, seminars, in France and abroad (France, Netherland, UK, Germany, USA, Canada)
Planning of projects; long, medium, and short term.
Principal Investigator (PI) of several scientific projects.
2007-2011 Project manager in laboratory astrophysics at Paris Observatoy &Cergy University,France.
Expert in the various physical techniques of surfaces in space conditions.
Discovery and confirmation for the very first time with the experimental method theorems and theoretical predictions H2O formation in interstellar environments (one article were published in ApJL)
Project management of isomers problems, in my case; dimethyl ether and the ethanol and preferential observation of DME in interstellar environments (2 articles have been published in largest newspaper as A&A, ApJ) &Supervision of a Master internship and several ungraduate courses.
Study of deuteration NH3 in interstellar environments.
Proposed models for understanding the formation, deuteration of the molecules in interstellar environments.
articipation and submission of projects with the CNRS (french organisation of research).
Purchase and installation and maintenance of equipment of the FORMOLISM experiment.
Writing and publication of scientific articles in peer refereed journals.
Oral presentation of the results at the international conferences and working groups.
Supervision of two ungraduates students.
Several administrative and teaching.
OTHER PROFESSIONAL EXPERIENCES
2021-Now Executive Advisory Board
Fountech group of companies is the home of thinking artificial intelligence, a home for a deep tech AI
startups. Having spun-out from Fountech.ai, where theoretical research and the commercialization of
artificial intelligence ideas has been our thing for longer than most - we embrace startups in artificial
intelligence, robotics, quantum computing and blockchain at its core.
As a Board Advisor, my role is to provide domain-relevant technical insights to the portfolio companies,
and I am working alongside with the CEO and the greater team in the commercialization of these
2019-2021- Artificial Intelligence Fellow
Development of Eye tracking & Gaze prediction software using Deep learning technologies
- Interaction human computer and computer vision
- Design algorithm and development in python
The goal of this project is to put the power of eye tracking by building a software that works on commodity hardware such as mobile phones and tablets, without the need for additional sensors or devices.
The prediction of gaze is an important tool in many domains from scientific research to commercial
applications for example: human–computer interaction techniques to medical diagnoses to psychological studies to computer vision, eye tracking has applications in many areas such as AR, VR, Robotic... In these fields, the trend to capture subconscious and unbiased data through implicit methods is growing. Eye tracking is among the most effective of these techniques. Increase in use of eye tracking technology in the military and aerospace sectors drive the growth of the global eye tracking market. Moreover, the rise in investment on smart & wearable technology across the industry verticals and increase in demand for assistive communication devices, also fuel the growth of the eye tracking market. The growth in automation and rapid acceptance of robotics technology across the industry verticals restrict the market growth. Conversely, the rapid growth of eye tracking in new applications such as lie-detecting systems, video gaming industry, and cognitive testing, also in aviation industries and R&D in the field of augmented reality, virtual reality, and others are projected to drive the market in near future. Eye tracking lets you see how consumers react to different marketing messages and understand their cognitive engagement, in real time.
Below the link for project :
2018 -2020 Deep Leaning engineer.
Bluid a Lie Detection Model
Facial emotion analysis, facial micro-expression detection and analysis, object detection and predictive analysis, tonalities voice analysis ...
Tools : Python, Scikit learn, Numpy, Deep Neural Network, OpenCV, Computer vision, Computer Humain Interaction ...
2012-2018 Supervision of a final year study projects & teaching physics (courses, exercises and experiments), University of Bordeaux 1, Bordeaux, France :
Optics 1st year of engineering and 2nd year of Licence (undergraduates students), Electromagnetic 2nd year of licence, fondamentale physics, preparatory school in physics and chemistry section, 2nd year.
intense preparation program for competitive exams to get into the french ”Top schools”, specialization in physics and chemistry.
Mechanics for preparatory school in physics and chemistry section, 2nd year, Bordeaux, France.
2007-2011 Supervision of a final year study projects & teaching :
Mathematics, 3rd year of engineering (courses, exercises and experiments), at university of Cergy,France.
Computing, 1st year of Licence (Undergraduate education) at university of Nanterre, Paris X, France.
2007-2009 MEMBER of the Council of the Physics Department of physics, the faculty of Sciences and
Technology, university of Cergy-Pontoise, France.
2003-2012 Tutor aiming at providing remedial courses to disadvantaged high school students, Paris Sud 11 University, FRANCE.
QUALIFICATIONS & DIPLOMAS
2007 – 2011 Ph.D. in ASTROPHYSICS at university of Cergy-Pontoise and Paris observatory, team
LERMA/LAMAp. Title of Thesis : Adsorption, Formation and Interaction of molecules at the surface of water ice simulating interstellar grain, summa cum laude.
2006-2007 MASTERS Degree in Physical Chemistry from University of Paris 11, Orsay, France.
2007 Internship (january - june) at University of Paris 11, Orsay and CNRS, France.
Title: New nonlinear optical method for studying the role of water ice in atmospheric chemistry.
French : fluent, English : Fluent, Arabic : Fluent, Berbere : Mother language
Qualified for Assistant Professor competitive exams in :
Dense media and materials sciences, (section 28), 02/2015.
Dilute media and optic section (section 30), 02/2013.
Astronomy & Astrophysics section (section 34), 02/2012. :
LIST OF THESIS AND PUBLICATIONS
Adsorption, formation et intéraction de molécules a la surface de la glace d'eau simulant les grains interstellaires,
02-2011, mention très honorable.
influence of desorption energies on the abundances of molecules in the protostar IRAS
16293-2422, Mokrane H, Wakelam V, et al., ApJ.
Adsorption behavior of two complex organic molecules isomers (Ethanol and Dimethyl-ether), Mokrane H, et al. 2015 A&A. (soumis à Astronomy & Astrophysics).
Differential adsorption of complex organic molecules isomers at interstellar ice surfaces M. Lattelais, M. Bertin, H. Mokrane, F. Pauzat, J. Pilmé, C. Minot, Y. Ellinger, C. Romanzin, X. Michaut, P. Jeseck, J.-H. Fillion, H. Chaabouni, E. Congiu, F. Dulieu, S. Baouche, J.-L Lemaire. A&A 532, A12, 2011.
Changes in the morphology of interstellar ice analogues after hydrogen atom exposure, M. Accolla, E. Congiu, F. Dulieu, G. Manico`, H. Chaabouni, E. Matar, H. Mokrane, J. L. Lemaire and V. Pirronello, PCCP 2011, 13,
Nuclear Spin Conversion of Molecular Hydrogen on Amorphous Solid Water in the presence of O 2 traces; M. Chehrouri, F. Dulieu, H. Chaabouni, H. Mokrane, E. Matar, J.L. Lemaire and X. Michaut, J.-H. Fillion. PCCP, 2010. DOI: 10.1039/c0cp01322f.
Competing Mechanisms of Molecular Hydrogen Formation in Conditions Relevant to the Interstellar Medium, Lemaire, J. L.; Vidali, G.; Baouche, S.; Chehrouri, M.; Chaabouni, H.; Mokrane, H. 2010ApJL...725L.156L.
Experiemental evidence for water formation via ozone hydrogenation on dust grain at 10k ; H. Mokrane, H. Chaabouni, M. Accolla, E. Congiu, F. Dulieu, M. Chahrouri and J. L. Lemaire. ApJ, 705:L195-L198, 2009 November 10.
Personels interests and sport :
Regular practice jogging and Piano, Reading scientifics journals and books, regular travel.
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