Khaled SAAD

Data Scientist Consultant | R&D | Applied Mathematics and physics | High performance computing | Backend Python developer

Salaire / Taux journalier

Paris, France

Freelance, ouvert au CDI

Expertises

CybersécuritéDeep LearningPythonMachine LearningPyTorchTensorFlowRequêtes SQLGitC++Data AnalysisNLP / Natural Language ProcessingAWSClean CodeCJavaMATLABKerasscikit-learnNumPypandasPySparkApache AirflowAWS LambdaPostgreSQLMySQLSQLiteMongoDBDjangoFlaskFastAPIReactJavascriptGraphQLDockerKubernetesRedis

Langues

Arabe (Maternelle)Anglais (Courant)Français (Courant)

À propos

Introduction

Experienced Data Scientist Consultant, skilled in designing, implementing and deploying advanced AI solutions with over five years of hands-on experience. Proficient in Python, TensorFlow and PyTorch enabling effective collaboration within Agile SCRUM teams and contribution to various research projects. Committed to maintaining code quality and adhering to best practices, with a strong foundation in applied mathematics, statistics, numerical simulation and high-performance computing. Demonstrated ability to deliver high-impact results and drive innovation in complex technical environments through proactive problem-solving approaches.

Liens

Expérience de travail

Data Scientist Consultant

IRT SystemX

oct. 2023 - Présent

3 ans 1 mois

91120 Palaiseau, France

Python Developer in the Data field

Digicom CorporationFreelance

janv. 2023 - oct. 2023

10 mois

Strasbourg, France

Data Scientist Consultant applied to cybersecurity

CYBER8

sept. 2020 - déc. 2022

2 ans 4 mois

Paris, France

Understand the business of cybersecurity. Understand and formalize the company's innovation and make the link with their core business, which is cybersecurity. Initiate the technical aspects to confirm the theoretical aspects and allow them to move forward on the demonstration platform. Preparation and drafting of the JEI Young Innovative Company file. Research and implement NLP and Deep Learning methods to extract information, text segmentation and text similarity.

Python Developer

CNR (Compagnie Nationale du Rhône)

oct. 2019 - août 2020

11 mois

Lyon Area, France

Subject: TatooineMesher: Anisotropic interpolation from 1D cross-sections and 2D channel mesher Context: Although several applications exist for the construction of the mesh and the interpolation of the bathymetry from discrete transverse data, they are not satisfactory for dealing with complex or specific situations at hand, due to their limited characteristics. A set of scripts called TatooineMesher was written in the Python programming language and was developed by the CNR to fill this gap. My objective: The objectives of the project are to improve and develop a set of scripts called TatooineMesher in order to provide modellers with tools to mesh rivers and interpolate bathymetry using data from precise sections. Accomplished tasks: 1- Mathematical modeling 2- Hydraulic Modeling 3- Finite element modeling 4- Programming (Python 3 POO) Results: The main objective of the study project was to develop and improve a set of Python scripts called TatooineMesher. TatooineMesher can provide the modeler with tools to mesh rivers and interpolate bathymetry from precise section data. It is now usable and more generic and can generate a mesh whose nodes are controlled by the user via certain les (for polylines) and various options, it is now available for Telemac users. The work carried out during the internship was presented to the Telemac community bringing together various international institutions during the Telemac 2019 user conference (in Toulouse on October 16 and 17). On this occasion, an article was written and was published in the conference proceedings. Technical environment: 1- Python 3 POO 2- Git

Database software developer

Réseau de Transport d'Électricité

sept. 2018 - oct. 2019

1 an 2 mois

Nantes Area, France

Subject: Optimize the management of asset data, purchasing and management Context: The Heritage section, the one with which I mainly worked, was responsible for checking the plans sent by the RTE Management & Engineering department. These controls have two objectives: - To verify that the plans comply with standards (security, balance, commissioning) - To write a "Certificate of conformity notice" specifying whether the site is favorable to powering up or unfavorable. - Write a check summarizing the work carried out These checks begin after the construction of the site but before the site is powered up, once the plans have been checked, these are returned to D&I who must make the changes suggested by the Heritage section. My objective: The main goal of the project was to complete and improve the online platform for the Heritage part of the service and to optimize the management of heritage data. Accomplished tasks: 1-Database 2- Programming (VBA) Results: 1- Optimizing the management of heritage data. 2- Steering and monitoring of heritage processes: purchasing and management. Technical environment: 1- VBA 2-SQL 3- ACCESS 4- EXCEL

Some fundamental results of Euclidean Harmonic analysis

Université d'Orléans

avr. 2016 - oct. 2016

7 mois

Orléans Area, France

My objective: The objective of the internship is to understand and explain the proofs of some Euclidean Harmonic Analysis theorems and to give examples and counterexamples for each. Accomplished tasks: Mathematical Analysis Results: Create a reference on some fundamental results of Euclidean Harmonic analysis. Technical environment: Latex

Teacher

Lebanese high school and college

sept. 2012 - juil. 2015

2 ans 11 mois

1. Teaching in mathematics and physics 2. Group dynamic 3. Student Assessment and Rehabilitation


Formation

Institute of Mathematics of Bordeaux

Training - 15 hours, parallel computation

2019 - Présent

7 ans 10 mois

This training is devoted to the use of machines, compilers, software, calculation libraries, how to submit calculation jobs. This course is divided into two parts: 1- OpenMP library (shared memory) 2- MPI library (distributed memory): this part occupied most of the training

Ecole AI Microsoft by Simplon.co

Artificial Intelligence

2020 - 2021

1 an 1 mois

Activités et associations : Great School of Digital. Certification of agile management methods and project initiation. For more information about this formation: https://simplon.co/formation/ecole-ia-microsoft/23

The training period was intensive for 980 hours. Develop the management of analytical data for an application project. Design the artificial intelligence program. Develop the artificial intelligence program by using algorithms and standard tools. Develop the interaction between the application's functionalities and artificial intelligence. Developed the back-end and the front-end of the application. Improve and maintain the application Manage an application development project. Plan the actions of the project. Design a technology watch system to collect, classify and analyze information. Communicate with stakeholders to report on project progress.

Université de Bordeaux

Master's degree, Numerical modeling and high performance computing

2017 - 2018

1 an 1 mois

The objective of the course is to train professionals capable of designing, implementing and evaluating digital solutions to concrete problems. The course is resolutely turned towards digital modeling for industry (fluid mechanics, aeronautics, environment ...) and for new applications in medicine (cardiology, oncology ...). These digital solutions are based on partial differential equation modeling techniques, programming for scientific computing and the practical use of high performance computing. The training therefore gives a good command - basic tools of analysis and control for partial differential equations, numerical analysis, and techniques of scientific calculation. - the implementation on high performance computing servers, and some software engineering tools necessary for scientific computing.

Université de Tours

Master's degree, Complementary Skills in Computer Science

2016 - 2017

1 an 1 mois

The CCI Master allows students holding a bac +4 to assert a double competence in their initial area of training, but also gives them the possibility of redirecting to careers in IT, as a research engineer, developer, programmer analyst, IT project manager, database administrator.

Université d'Orléans

Master's degree, Fundamental mathematics and applications

2015 - 2016

1 an 1 mois

The objective of this master is to offer students a solid basic training, mainly research, allowing them to orient themselves towards research (doctorate in theoretical and / or applied mathematics), secondary education (preparation for the 'aggregation) or higher (universities and schools). This master is co-accredited with the University of Tours - France.


Licences et certifications

Certification en Développement d'IA

Délivré le : janv. 2021

Certifié par Microsoft AI School by Simplon

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