Salim M., Phd personal email
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As a Data Scientist at Bull SAS, I am proficient in several data science tools and techniques, and I've had the chance to make significant contributions to our projects. I've developed a recommendation system for efficient data management, implemented performance model-driven methods, and optimized workflows. My work on multivariate time series preprocessing, clustering, and classification has allowed me to deepen my skills with tools such as scipy, sklearn, and tensorflow2/keras. I am confident in my Python programming skills and have extensive experience with Git, Docker, and MongoDB.My background in scientific signal and image processing has also been invaluable. In previous roles, I developed algorithms for image and signal processing, and machine learning - involving recognition, alpha matting, classification, and segmentation. I've worked with time series models and managed data with Pandas, Numpy, and SQL/MongoDB. This experience has greatly informed my approach to data science and computation.When it comes to High Performance Computing (HPC), I've had a rewarding learning experience. I've been exposed to various aspects of HPC, including the use of slurm, burst buffers, and workflow managers like nipype. I've also had the chance to explore data placement policies and delve into operations research. Each day, I aspire to learn more about HPC and aim to strengthen my understanding and skills in this area.
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Data ScientistRyax TechnologiesÉchirolles, Fr -
Data ScientistBull Oct 2019 - PresentEchirolles- Working on recommendation system for efficient data management in HPC. Performance model-driven method, Burst Buffer sizing and optimization of workflow duration. (HPC simulation, Discrete Event Modeling, Bandwidth Share, Decision Tree Regressor, Black Box Optimization).- Multivariate times series preprocessing, embedding, clustering and classification (scipy, sklearn, tensorflow2/keras, optuna, wavelets, fft,...)- High Performance Computing, (rhel7-8, slurm, burst buffers, cluster, workflow manager: nipype, luigi,..)- Data Placement Policies (facility location problem, reinforcement learning gym, operations research)- Python production code (Git, PEP8, unittests, docker, mongoDB, Rest API) -
Maths InstructorLycée Français Descartes De Rabat (Officiel) Oct 2018 - Jul 2019 -
Physics InstructorLycée Regnault Tanger Sep 2017 - Jul 2018 -
Image Processing EngineerWidisplay Sarl May 2014 - Aug 2017Grenoble Area, FranceAlgorithm development (Python, C/Matlab, Physics models): - image and signal processing (recognition, alpha matting, classification, segmentation)- machine learning (TensorFlow, Keras, MatConvNet, Caffe, scikit-learn, statsmodels)- image segmentation, fully convolutional layers- time series models (LSTM, ARMA, GARCH, ...)- data management : Pandas, Numpy, SQL/MongoDB- model deployment : Cloud server, Docker, AWS, GCP, git
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Cto At SenscareSenscare Sas May 2010 - May 2014GrenobleEngineering (Technical experimentation, proof of concept, technical computing) and business work.- ECG-like signal processing (fft, wavelets, filtering) and modelling for early detection of cardiovascular diseases, - measure of health signal et preprocessing,- Health parameters assessment, optical filtering, video processing.
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Photonics Research EngineerNanoident Biometrics 2008 - Apr 2010Development of a fingerprint optical recording/recognition device, using multimodal features : - optical design- propagation/diffraction modeling- vein segmentation algorithms, fingerprint detection et preprocessing, optical and image processing
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Phd StudentCea-Leti Nov 2004 - Nov 2007CEA-LETI : research work in collaboration with University de Technologie de Troyes (Pascal Royer and Gilles Lérondel), on Near-Field High Density Optical data storage. Challenging technical problems: breakthrough the resolution limit. Architecture and design of innovative super-resolving optical head for data storage, including new solid immersion lens and super-resolving plasmonics and photonics components. The new optical pickup, based on plasmons resonance assisted frequency shift can reach a recording /reading capacity of 1.5 TeraByte for one surface 12cm diameter optical disk:- Defining the thesis subject as near-field data storage instead of short wavelength (UV).- New System Architecture Proposal, patent filing (5) and experimental proof of concept. -
InstructorUniversité Grenoble Alpes Oct 2005 - Jun 2006Université Joseph Fourier : second year students instruction. Courses on Lasers and Fiber Optics (24h), Gaussian Beams and Fiber Telecommunications (14h). Supervision of pratical works in general optics (54h), and exams. -
Internship EngineerTélécom Paris Feb 2003 - Oct 2004Ecole Supérieure des Télécommunication de Paris (8 months). Fiber design (Matlab/Femlab) and test (in collaboration with a Alcatel, provider). Characterization of classic and photonic crystal fibres by Optical Low Coherence Reflectometry (OLCR). New method (patented and published) for enhancing OLCR measures, validated at BNM-SYRTE (French equivalent of the NIST). (contact Yves Jaouën, ENST, Anne-Françoise Obaton, BNM-SYRTE). -
InternshipThales Jul 2002 - Sep 2002Thalès Research & Technology (3 months), experimental works on a laser beam profiling module for Laser MegaJoule Project. Optimization of liquid crystal display contrast. Mechanical realization of a standalone module (15cmx25cm). contact Brigitte Loiseaux, Thales group).
Salim M., Phd Skills
Salim M., Phd Education Details
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Signal And Image Processing, Optics, Photonics, Electronics -
Physics -
Physics : Matter-Wave Interactions -
Intensive Two-Year Undergraduate Intensive Course (Mathematics And Physics).
Frequently Asked Questions about Salim M., Phd
What company does Salim M., Phd work for?
Salim M., Phd works for Ryax Technologies
What is Salim M., Phd's role at the current company?
Salim M., Phd's current role is Data Scientist.
What is Salim M., Phd's email address?
Salim M., Phd's email address is sa****@****ail.com
What schools did Salim M., Phd attend?
Salim M., Phd attended Institut D'optique Graduate School, Université Grenoble Alpes, Paris-Sud University (Paris Xi), Cpge Joffre.
What skills is Salim M., Phd known for?
Salim M., Phd has skills like Entrepreneurship, Biotechnology, Photonics, Experimentation, Fiber Optics, French, Physics, Optics, Testing, R&d, Science, Image Processing.
Who are Salim M., Phd's colleagues?
Salim M., Phd's colleagues are 🐙 Thomas Cadeau 🐙, Yuqiang Ma.
Not the Salim M., Phd you were looking for?
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Salim M. Zaki, PhD
Ministry Of Higher Education And Scientific Researchdirectorate Of Studies, Planning And Follow-UpIraq1duc.edu.iq
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