mrcopicat/parallel-implemented-kmeans

A parallel implementation of the KMean Algorithm using MPI

👋 BENHARI Abdessalam

PhD candidate in HPC & reinforcement learning @ Atos | General engineer

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• 📧 e-mail : [email protected], [email protected]
• 📞 Phone : [phone]
• 💻 Social : Linkedin, Github
• 📍 Grenoble - France

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Professional Experience :

April 2021-Current : R&D Data Scientist Intern; Atos (France)

Implementation of a scaled embedding solution based on graph learning allowing
a joint representation of heterogeneous temporal data for further ML&DL use.

March 2020-September 2020 : Artificial Intelligence Consultant Intern; Accenture (Morocco)

- Clients needs & requirements analysis.
- Technological solutions proposition & implementation (mainly based on Machine learning).

July 2019-August 2019 : Data Analyst Intern; CDG Prévoyance (Morocco)

- Process automation.
- Dashboard creation.
- Data management and analysis.

June 2018-July 2018 : Information Technology Intern; Ministry of Health (Morocco)

Adaptation of an information management tool (DHIS2) to the Moroccan context.

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Education :

October 2020- October 2021 (expected) : Specialized Master, HPC-AI; Mines Paristech (France)

High Performance computing and Artificial intelligence post Master.

September 2017-September 2020 : Engineer Diploma, Data science & Digitalization; Ecole Centrale Casablanca (Morocco)

- 3rd year : Data science and Digitalization specialisation.
- 1st & 2nd year : General engineering courses.

January 2019-June 2019 : Exchange, Track Entrepreneur; ESSEC Business School (Morocco)

Business and Operations in Africa track with a focus on entrepreneurship
and business practices.

September 2015-July 2017 : CPGE, Mathematics & Physics (MP); CPGE Moulay Youssef (Morocco)

Preparatory Classes for engineering schools, branch : Mathematics & physics (MP).

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Skills :

Programming Languages :

- Python: (nox, poetry, Pandas, scikit-learn, Tensorflow/Keras, PyQt5, vtk, bokeh, ...) 

- R-Language: (Shiny, tidyverse, leaflet, ggplot2, …)

- SQL: (Managing databases, writing queries, …)

- C/C++: (OOP, CMake, Google Test, pthreads, OpenMP, TBB, …)

- Pack Microsoft Office: (Excel, Powerpoint, Word,…)

- Basic knowledge of JavaScript & VBA

Technlogies :

 * Machine/Deep Learning.
 * Parallel Programming – HPC (on GPU: Numba-Cuda, On CPU: MPI-OpenMP). 
 * GIT/GITLab.
 * Continuous integration (Gitlab, Jenkins).
 * Unit tetsing (on Python: unittest-pytest, on C++: google tests).
 * Data visualization.
 * UNIX/Linux environment.

Spoken languages :

 - Arabic : Native Speaker.
 - French : Bilingual.
 - English : Professional proficiency TOEIC = 955.

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Recent Projects :

(Please check my Github repository)