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Haytam El youssfi

PhD Candidate at CRSA-UM6P

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Haytam El youssfi
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Professional Status
Student
Open to opportunities
Resume created on DoYouBuzz
Experiences
  • Remote Sensing, Geopatial BIG DATA, Machine Learning, Deep Learning ...
  • Oxford Machine Learning Summer School : Organised by AI for Global Goals & in partnership with the University of Oxford's & CIFAR.

    https://www.globalgoals.ai/
  • African regional workshop on SciTinyML: Scientific Use of Machine Learning on Low-Power Devices.
  • Development of a web platform for the pre-processing and integration of hydrological and AI models :
    • Downloading of satellite and local data.
    • Preprocessing of satellite and local data.
    • Modelling of geo-spatial data.
    • Visualization and automatic generation of graphs, interactive maps, statistics from available data.
    • Back-end : Django & Geo-django.
    • Data Base : PostgreSQL-PostGIS.

    This project was developed within the framework of the R&D project MorSnow, OCP Foundation
  • • Machine Learning in inverse and ill-posed problems.
    • Topical course on Digital Services.
  • Skilling African Youth (SAY) is a program launched by IBM through online training on interactive platforms, to empower the youth with in Emerging technologies (Data Science, Cloud Computing, Artificial intelligence).
  • Automate the processing of invoices and documents in image format :
    It is an application developed in python that extracts useful information from an image of the invoice or from an invoice taken with a smartphone in real time.
    • Extract, analyze and recognize invoice text using the Cloud Vision API.
    • Apply OpenCV processing to invoices using various manipulations of it to clean, improve the quality of images.
    • Data visualization : Matplotlib, OpenCV, Seaborn, Pillow, ...
    • Classification of invoices using AutoML.
  • The "EYE METRIX" project combines both people counting and facial recognition 100% Moroccan : www.eyemetrix.ca/
  • Conception and realization of a tourist recommendation system with interactive maps :
    • Search and consult restaurants according to several criteria: keyword, location, restaurant category, type of cuisine, etc.
    • A user can see the restaurants that are nearby or sorted by rating. They can also see the details of each restaurant, its overall rating (in stars) as well as the comments and pictures posted by different travelers who have visited it...
    • The MVT architecture.
    • Data Base : SQLite.
    • Work environment : Anaconda , Visual Studio Code , BD Browser.
    • Front-end : HTML5 , CSS3 , Javascript.
    • Back-end : Django Python Framework.
  • Initiation to Deep Learning : Medical Image Analysis
  • • The main objective of my project : to recognize objects of multiple classes in images and videos, I used machine learning algorithms and deep learning (MLP, CNN, RNN ...), which have led to a great revolution in the field of artificial intelligence. In particular they have been successfully used for object classification in images and videos.
    • Working environment : Anaconda, PyCharm, Google Colaboratory, LATEX (Report).
    • Languages and libraries used in the implementation : Python, TensorFlow-GPU, Keras, Scikit-learn, OpenCV...
  • MASTER 1 Project in Network Administration & Services under Linux, titled: "Designing and Deploying a Secure Network Architecture within the company

    The tasks and missions accomplished include:
    • Setting up a DHCP server to centralize IP address management and prevent address conflicts.
    • Installing a DNS server to enable name resolution within the local network.
    • Configuring a Web server to ensure high availability in case of a disruption in the connection to the public network.
    • Deploying a generic proxy server that will relay various requests and maintain a cache of responses, contributing to local network security.
    • Creating a firewall to protect the internal network.
    • Setting up a mail server for local communication management.
    • Implementing security and user identification through passwords.
    • Configuring the network to meet training requirements.
    • Ensuring IP routing within the network.
    • Allowing controlled distribution of static documents.
    • Implementing IP filtering (using IPTABLES rules).
    • Establishing an LDAP service.
    • Configuring an FTP file server.
  • Conception and realization Application of stock management company H And B Diagnostic.
    • Architecture : MVC (Model, View, Controller).
    • Working environment : Eclipse IDE for Enterprise Java Developers .
    • Languages and libraries used in the implementation : JAVAEE, Servlet, JSP, DAO.
    • Data Base : MYSQL .
    • HTML5, CSS3, Javascript .

Academic projects : GitHub Haytam222

FACULTY OF SCIENCES AGADIR
Since 2019
Student Project
  • • BIG DATA : Object recognition from real-time video streams with Apache Spark Streaming and Kafka.
    • Real-time mask detection system based on computer vision and deep learning with 93% accuracy.
    • JAVAFX : Bank account management application.
    • Real-time intelligent object recognition using OpenCV and character detection from an image using OCR for data extraction.
    • Machine Learning Algorithms Projects (SVM, KNN, K-means etc).
    • For more information on other projects, please refer to the link : https://github.com/Haytam222
Education

MASTER DEGREE DISTRIBUTED SYSTEMS & BIG DATA

FACULTY OF SCIENCES AGADIR

September 2019 to July 2021
Major of class 2019-2021 Master Degree.

Some modules : Network Programming, Network Administration, Business intelligence, Distributed Systems, Big Data, Architecture N-tier,Information Systems Security ...

BACHELOR'S DEGREE IN SOFTWARE ENGINEER

FACULTY OF SCIENCES AGADIR

September 2018 to July 2019
Software Engineering Path, Major of class 2018-2019 Bachlor's Degree.

GENERAL UNIVERSITY DEGREE IN COMPUTER MATHEMATICS

FACULTY OF SCIENCES AGADIR

September 2016 to July 2018

HIGH SCHOOL BACCALAUREATE SC MATH -B-

HIGH SCHOOL HOUMANE EL FATWAKI - AGADIR

September 2015 to July 2016
Skills

IDE (Development Environment)

  • Qgis, Panoply
    Good
  • GeoServer, MapServer, OpenLayers
    Good
  • Eclipse (IDE , JEE, C++..)
    Good
  • Git / Github
    Advanced
  • Visual Studio Code, NetBeans , Notepad++
    Advanced
  • NetBeans , Notepad++
    Advanced
  • Anaconda (Jupyter Notebook, Spyder)
    Expert
  • Google Cloud , Google Colaboratory
    Good

Method of analysis

  • UML (Unified Modeling Language)
    Advanced
  • MERISE
    Good

SGBD

  • PostgreSQL- PostGIS
    Advanced
  • ORACLE
    Advanced
  • MySQL
    Advanced
  • SQL SEVER, SQLite
    Good

Programming language

  • Python (TENSORFLOW, KERAS, OPENCV, SCIKIT-LEARN, DJANGO …)
    Expert
  • Matlab
    Expert
  • Java,JavaEE
    Advanced
  • HTML5, CSS, JS, PHP (Framework LARAVEL)
    Advanced
  • C,C++,Fortran
    Advanced
  • C,C++,Fortran
Languages
  • Arabic
  • French
  • English
Interests

Extracurricular Activity

  • Secretary general and IT Manager at Sciences Pour Tous
  • BIG DATA Specialist - Google Developer Student Club UM6P

Readings

  • PNL
  • Computer Tutorials

Sports

  • Chess game
  • Swimming
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Resume created on DoYouBuzz