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Osama Elfar

Osama Elfar

PhD Candidate

Polytechnique Montreal | Canada

Technologies

My Portfolio Highlights

My New Track

Machine Learning Scientist

My New Project

Introduction to DataCamp Projects

My New Course

Introduction to Python

Insights conductor, orchestrating a symphony of knowledge from data melodies.

My Work

Take a look at my latest work.

course

Understanding Data Science

course

Introduction to Python

course

Intermediate Python

My Certifications

These are the industry credentials that I’ve earned.

Other Certificates

DataCamp Machine Learning Scientist with Python Track

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

Polytechnique Montréal | Jan 2017 - May 2022

Researcher Phd Candidate

• Designed ensemble algorithm of Logical Analysis of Data (LAD-ENS). • Implemented LAD-ENS algorithm in Python using Pandas, Numpy, and Dask parallelism libraries, and deployed it in cloud computing clusters of Compute Canada. • Designed Dynamic and Adaptive Logical Analysis of Streaming Data (DA- LASD) to classify streaming data with concept drifts. • Implemented DA-LASD in Python using Pandas, Numpy, Scikit-learn, Matplotlib, and Faust libraries with Kafka stream-processing platform. • Utilized DA-LASD with a pipeline of feature engineering to build a reliable, robust, and sustainable industrial process fault detection system based on interpretable classification technique.
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Cairo University | Jun 2015 - Dec 2016

Senior Research and Teaching Assistant

N/A

ZF Associates Co. (Industrial Automation & Weighing Systems) | Dec 2013 - Dec 2016

Technical Director

• Directed technical teams to develop high quality smart weighing systems in different industrial partners. • Industrial partners are such as, Cairo International Airport, Sukari Gold Mine, Sipes paints factories, Pharaohs Ceramic Factory, to name a few.

Cairo University | Feb 2010 - May 2015

Research And Teaching Assistant

• Teaching undergraduate tutorial sections and labs. • Preparing courses contents, problem sets, quizzes, and assignments. • Supervising students’ projects. • Accomplishing research tasks to obtain master’s degree.

ZF Associates Co. (Industrial Automation & Weighing Systems) | Aug 2011 - Dec 2013

Senior Technical Engineer

• Provide consultations for advanced technical problems for industrial partners. • Lead technical teams. • Manage technical projects.

ZF Associates Co. (Industrial Automation & Weighing Systems) | Jul 2009 - Jul 2011

Technical Engineer

• Conduct technical problem investigations related to industrial automation. • Develop advanced solution strategies based on weighing technologies. • Design and test smart control systems. • Perform quality control on developed processes and systems.

My Education

Take a look at my formal education

Doctor of Philosophy (PhD), Industrial Engineering  · (January 2017 - MayÉcole Polytechnique de Montréal | 2022
Master's degree, Mechanical Design and Production EngineeringCairo University | 2015
Bachelor's degree, Mechanical Design and Production EngineeringCairo University | 2009

About Me

Osama Elfar

Inspired by data and its outstanding role in investigating, understanding, and solving problems, I am looking to apply extensive data scientist expertise to create sustainable data-driven models that keep high performance in the production,

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