INTRODUCING

OMAR AMIN GHALEB

I am an AI enthusiast who is trying to find ways to integrate AI and Machine Learning into different problems and to see the effect of incorporating them on peoples' lives. I am also interested in the use of Data Science to extract useful insight from different data. My educational background includes a Masters degree in Computer Science from Carleton University in Canada. My work during my studies focused on creating classification systems and using reinforcement learning to solve various problems.

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Experience

  • Data Scientist & Analytics Consultant

    Alessa - Canada

    February 2020 - Present

    I provide consultancy on developing and deploying analytics that uses ML to help in fraud detection and AML (anti-money-aundering).

  • Associate Implementation Consultant

    Ceridian - Canada

    January 2019 - February 2020

    I provide implementation enterprise solutions that enable organizations to integrate corporate performance objectives into the planning, scheduling, and management of their workforce for optimal organizational performance and profitability.

  • Teaching Assistant

    Carleton University - Canada

    January 2018 - May 2018

    I am the TA for undergraduate AI course that contains around 100 students. My duties involve explaining AI concepts, setting the assignments and grading them and also includes administration duties.

  • Software and Game Developer

    RemalVentures - Saudi Arabia

    December 2015 - July 2016

    Implemented a fully functional in-app store for a card game called Kammelna using Unity3D. I also managed the process of app publishing the game in Apple & Android app stores.

  • Intern Developer

    ELM Company - Saudi Arabia

    June 2014 - January 2015

    Launched a full website with user management system using ASP.NET, C#, CSS. Coded a functional prototype of an iOS event manager app using Swift. Developed a web mail client that uses mail merge concept using ASP.NET. Implemented fixes to existing RESTful web services.

Skills

Programming Language

Python

C#

Java

SQL

ASP.NET

MongoDB

Tools & Frameworks

Anaconda

Jupyter Notebook

ML libraries(Numpy, pandas, matplotlib, TF)

AWS

Git/Github

Language

English (Fluent)

Arabic (Native)

French (Beginner)

Education

  • Master of Computer Science

    Carleton University - Canada

    September 2016 - August 2018

    Thesis: Novel Solutions and Applications to Elevator-like Problems using Learning Automata
    Courses: Learning Automata in Random Environment, Data Representation Learning, Advanced Algorithms, Mining Software Repositories, Statistical and Syntactical Pattern Recognition

  • Bachelor Of Information & Computer Science

    King Fahd University of Petroleum and Minerals - Saudi Arabia

    January 2011 - May 2015

    GPA: 3.6 out of 4.0

    Second Honour Standing

    I graduated from KFUPM in Saudi Arabia with a bachelor of Information and computer science with a second honour standing. During my undergrad, I worked on many projects related to databases, software requirements, networking, data structures, data mining and data warehousing.

Publications

Novel Solutions to the Elevator-like
Problems
  • Type: Masters Thesis
  • Published On: 6 Sep 2018

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Learning Automata-based Solutions to the Single Elevator Problem
  • Type: Confrence paper
  • Published On: 12 May 2019

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Learning Automata-based Solutions to the Multi Elevator Problem
  • Type: Confrence paper
  • Published On: 24 July 2019

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On solving single elevator-like problems using a learning automata-based paradigm
  • Type: Journal paper
  • Published On: 28 Jan 2020

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Interests

  • Music
  • Football
  • Traveling
  • Gaming

Contact

  • omaramin.1992@gmail.com
  • Ottawa, Canada
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