Abderraouf Chemmakh
Research Assistant - Reservoir Engineer at Energy & Environmental Research Center
Research Assistant - Reservoir Engineer at EERC | PhD Candidate at PE UND
Fresh graduated with Petroleum engineering Masters degree looking for new opportunities
Energy & Environmental Research Center
https://www.linkedin.com/company/energy-&-environmental-research-center
Grand Forks, North Dakota, United States
https://media-exp1.licdn.com/dms/image/C4D0BAQFEESQZEa6G5g/company-logo_100_100/0/1519905966707?e=1655942400&v=beta&t=yVlabGqZeCilUm0x_ZS7GGOQ6c983of4iHufZurxIuM
Research Assistant - Reservoir Engineer
University of North Dakota
https://www.linkedin.com/company/uofnorthdakota
North Dakota, United States
https://media-exp1.licdn.com/dms/image/C510BAQF_Hc-2qretSA/company-logo_100_100/0/1519856724376?e=1655942400&v=beta&t=8qUnUdcqLkkirKe1n1GJFsofTf7Tfm0isd5_uOKczqU
Graduate Teaching Assistant
Schlumberger
https://www.linkedin.com/company/schlumberger
Working on my final year project under the supervision of highly trained engineers.
Algeria
https://media-exp1.licdn.com/dms/image/C4D0BAQHsiK38EEDiMg/company-logo_100_100/0/1519856311357?e=1655942400&v=beta&t=mhbIXq8BEmJCTEXIWkjoGvsBhj2C0taQj1vLCp8rzCg
Student Intern
Schlumberger
https://www.linkedin.com/company/schlumberger
Well services Summer trainee
Hassi Messaoud, Ouargla Province, Algeria
https://media-exp1.licdn.com/dms/image/C4D0BAQHsiK38EEDiMg/company-logo_100_100/0/1519856311357?e=1655942400&v=beta&t=mhbIXq8BEmJCTEXIWkjoGvsBhj2C0taQj1vLCp8rzCg
Summer Intern
US-Middle East Partnership Initiative (MEPI)
https://www.linkedin.com/company/us-middle-east-partnership-initiative-mepi
An exchange program funded by the us department of state, where they select 60 leaders from the MENA region to participate in a 5 weeks intensive leadership, project management, conflict resolution and democratic gouvernance.
United States
https://media-exp1.licdn.com/dms/image/C4E0BAQG5pNcu6v9rQg/company-logo_100_100/0/1519866693274?e=1655942400&v=beta&t=7s32-9P6ctG1NEXq009EPFANxBV7_E-kHMvTwTuQWpI
student leader
Groupement Sonatrach-Agip Hassi Messaoud
https://www.linkedin.com/company/groupement-sonatrach-agip-hassi-messaoud
having a general training about oil filed with international engineers
BIR Rebaa Nord Hassi Messaoud
https://media-exp1.licdn.com/dms/image/C4D0BAQGLkBDj8PoT8w/company-logo_100_100/0/1519918538959?e=1655942400&v=beta&t=U0haZFwmSNax3Um-Rhr3zREgWrcYZ91F4xnYukjeN58
Trainee
Sonatrach
https://www.linkedin.com/company/sonatrach
Observing laboratory experiments and researches such as: petrophysics experiments ( permeability, porosity...), EOR experiments( interracial tention....)
Centre de recherche et developpement Boumerdes Algeria
https://media-exp1.licdn.com/dms/image/C510BAQHOtMxZQrsKcQ/company-logo_100_100/0/1519855979312?e=1655942400&v=beta&t=95BOv3FdrzR0UhfR9-CxlOc9HUAmFBlH5yAh6Ub9boQ
trainee
Sonatrach
https://www.linkedin.com/company/sonatrach
I had a general training in a gas field.
I have witnessed different operations like: well testing.
I have seen how the company works and how it collaborates with other international companies.
Hassi R’Mel, Laghouat Province, Algeria
https://media-exp1.licdn.com/dms/image/C510BAQHOtMxZQrsKcQ/company-logo_100_100/0/1519855979312?e=1655942400&v=beta&t=95BOv3FdrzR0UhfR9-CxlOc9HUAmFBlH5yAh6Ub9boQ
trainee
Sonatrach
https://www.linkedin.com/company/sonatrach
I have a general training in an oil field.
I witnessed different operations: DST test, activating well with nitrogen, work over replacing the tubing colon. Done by Sonatrach engineers and other companies engineers.
In Amenas, Illizi Province, Algeria
https://media-exp1.licdn.com/dms/image/C510BAQHOtMxZQrsKcQ/company-logo_100_100/0/1519855979312?e=1655942400&v=beta&t=95BOv3FdrzR0UhfR9-CxlOc9HUAmFBlH5yAh6Ub9boQ
Trainee
Doctor of Philosophy - PhD
Petroleum Engineering
https://media-exp1.licdn.com/dms/image/C510BAQF_Hc-2qretSA/company-logo_100_100/0/1519856724376?e=1655942400&v=beta&t=8qUnUdcqLkkirKe1n1GJFsofTf7Tfm0isd5_uOKczqU
University of North Dakota
https://www.linkedin.com/school/uofnorthdakota/
Master's degree
Petroleum Engineering
Faculty of Oil and Gas University of Boumerdes
leadership and management
We are taking courses about leadership, conflict resolution and democracy to apply them in the middle East and North Africa region in all the domains.
https://media-exp1.licdn.com/dms/image/C4D0BAQH_VLQnA_rsgQ/company-logo_100_100/0/1645031459161?e=1655942400&v=beta&t=HmcM2FtqpcDgKwuxefh1vVITH6-ZzS2GddWjh9sep1g
Portland State University
https://www.linkedin.com/school/portland-state-university/
Bachelor's degree
we are studying different majors in our specialty like: 
drilling
fluid flow ( in conductors and a porous environment)
well logging
well completion
reservoir engineering
Petroleum Engineering
Faculty of oil and Gas University of Boumerdes
STEAM teacher deploma
full STEAM( Science, Technology, Engineering, Art and Math) teacher training.
using Universal Design for Learning ( UDL ) to deliver classes and workshops
Special Education and Teaching
world learning Algeria
intermediate level
we had about a 100 hours studying the English language. our studies were more practical like having debates,  make presentations and other interactive exercises
English language perfection
national institute of productivity and industrial development (INPED) Boumerdes
Baccalaureate
techniques mathematics( procedures engineering)
Mohamed Belkhier High school
One of the most critical parameters of the CO2 injection (for EOR purposes) is the Minimum Miscibility Pressure MMP. The determination of this parameter is crucial for the success of the operation. Different experimental, analytical, and statistical technics are used to predict the MMP. Nevertheless, experimental technics are costly and tedious, while correlations are used for specific reservoir conditions. Based on that, the purpose of this paper is to build machine learning models aiming to predict the MMP efficiently and in broad-based reservoir conditions. Two ML models are proposed for both pure CO2 and non-pure CO2 injection. An important amount of data collected from literature is used in this work. The ANN and SVR-GA models have shown enhanced performance comparing to existing correlations in literature for both the pure and non-pure models, with a coefficient of R 2 0.98, 0.93 and 0.96, 0.93 respectively, which confirms that the proposed models are reliable and ready to use.
Machine Learning Predictive Models to Estimate the Minimum Miscibility Pressure of CO2-Oil System
Society of Petroleum Engineers (SPE)
https://doi.org/10.2118/207865-MS
Uniaxial Compressive Strength (UCS) and Tensile Strength (TS) are among the essential rock parameters required and determined for rock mechanical studies in Petroleum Engineering. However, the determination of such parameters requires some laboratory experiments, which may be time-consuming and costly at the same time. In order to estimate these parameters efficiently and in a short period, some mathematical tools have been used by different researchers. When regression tools proved to give good results only in the limited range of data used, machine learning methods proved to be very accurate in generating models that can cover a wide range of data. In this study, two machine learning models were used to predict the UCS and TS, Support Vector Regression optimized by Genetic Algorithm (GA-SVR) and Artificial Neural Networks (ANNs). The results were discussed for both uniaxial compressive strength and tensile strength in terms of coefficient of determination R 2 , root mean squared error (RMSE) and mean average error (MAE). First, for the case of UCS, values of 0.99 and 0.99, values of 3.41 and 2.9 and values of 2.43 and 1.9 were obtained for R 2 , RMSE and MAE for the ANN and GA-SVR, respectively. Second, for the TS, the same analogy was followed, a coefficient R 2 of 0.99 and 0.99, RMSE values of 0.41 and 0.45 and MAE values of 0.30 and 0.39 were obtained for ANNs and GA-SVR, respectively. The next step was to assess these models on a different dataset consisting of data obtained from Bakken Field in Williston Basin, North Dakota, United States. The models showed excellent results comparing to the correlations they were compared with, outperforming them in terms of R 2 , RMSE and MAE, giving the following results for ANN and SVR respectively, R 2 of 0.93, 0.92, RMSE of 9.54, 11.22 and MAE of 7.28, 9.24. The resultant conclusion of this work is that the use of machine learning algorithms can generate universal models which can estimate UCS and Tensile Strength.
Machine Learning Predictive Models to Estimate the UCS and Tensile Strength of Rocks in Bakken Field
Society of Petroleum Engineers (SPE)
https://doi.org/10.2118/208623-STU
data management
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drilling
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fluid flow
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gas production
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petroleum geology
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pvt and petrophysics
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reservoir engineering
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well completion
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Education
World Learning
https://www.linkedin.com/company/worldlearning
delivering workshops about STEAM
https://media-exp1.licdn.com/dms/image/C4E0BAQGoqiOfT1FQ0A/company-logo_100_100/0/1547753022723?e=1655942400&v=beta&t=CGQNevFJsGN3gare9CNTXwB-zPn1jxxMoshRvAJC2cw
mentor
Education
SEG student chapter university of Boumerdes
https://www.linkedin.com/company/segboumerdes
we arrange conferences, workshops and trainings for students to enhance their skills in/outside studies
https://media-exp1.licdn.com/dms/image/C4D0BAQEqXaJqo9rToA/company-logo_100_100/0/1641311838480?e=1655942400&v=beta&t=hm32s1dKFUnp4VXjT1z8PNPA-cUsjjaiDY2AaAnMzHo
General Secretary
Education
World Learning
https://www.linkedin.com/company/worldlearning
being an organizer of ACCESS and PLUS graduation camps. 
each camp has more than 120 high school students. 
doing volunteering work during the camp.
delivering STEAM workshop for students during each camp.
https://media-exp1.licdn.com/dms/image/C4E0BAQGoqiOfT1FQ0A/company-logo_100_100/0/1547753022723?e=1655942400&v=beta&t=CGQNevFJsGN3gare9CNTXwB-zPn1jxxMoshRvAJC2cw
Camp organizer and STEAM trainer
Education
world learning
organizing camps for Access and Plus students ( 130 in each camp ) plan for activities, civil engagement like cleaning a Forest. and deliver STEAM workshops during two days
Access and Plus graduation camps organizer and STEAM trainer
Education
World Learning
https://www.linkedin.com/company/worldlearning
https://media-exp1.licdn.com/dms/image/C4E0BAQGoqiOfT1FQ0A/company-logo_100_100/0/1547753022723?e=1655942400&v=beta&t=CGQNevFJsGN3gare9CNTXwB-zPn1jxxMoshRvAJC2cw
ACCESS graduation camp organizer and STEAM trainer
Sofaratanmia Global Academy for Personal & Corporate Development
116561
personal strategic planning
IFP School
certification.unow-mooc.org
"MOOC Oil & Gas 3 - Certificate of achievement"
http://certification.unow-mooc.org/ID/OG3-344397.pdf
IES-Social Business School
Social entrepreneurship boot camp
https://www.linkedin.com/in/nadia-mouedden
Grand Forks, ND
Nadia Mouedden
Graduate Teaching Assistant at University of North Dakota
https://www.linkedin.com/in/ilyas-mellal
Grand Forks, ND
Ilyas Mellal
Ph.D. Candidate, Teaching Assistant & SPWLA President at University of North Dakota
https://www.linkedin.com/in/ouadi-habib
Grand Forks, ND
Habib Ouadi
Research Assistant - Reservoir Engineering at EERC | PhD Candidate | SPE  Membership Chairperson | IADC Vice President
https://www.linkedin.com/in/aimen-laalam
Grand Forks, ND
Aimen Laalam
Graduate Teaching Assistant at University of North Dakota
https://www.linkedin.com/in/ahmed-merzoug
Grand Forks, ND
Ahmed Merzoug
Research Assistant - Reservoir Engineering at EERC l Ph.D. Candidate at University of North Dakota
https://www.linkedin.com/in/joseph-aymond-742972106
Grand Forks, ND
Joseph Aymond
Student at The University of North Dakota
https://www.linkedin.com/in/agustinus-zandy-b632b41b
Grand Forks, ND
Agustinus Zandy
Production Technologist & Ph.D. candidate in Petroleum Engineering
https://www.linkedin.com/in/abdulaziz-ellafi
Greater Grand Forks Area
Abdulaziz Ellafi
Ph.D. | Reservoir Engineer
https://www.linkedin.com/in/arash-abarghani-677219117
Grand Forks, ND
Arash Abarghani
Research Scientist at the EERC-UND
https://www.linkedin.com/in/minou-rabiei
Grand Forks, ND
Minou Rabiei
Associate Professor at University of North Dakota
https://www.linkedin.com/in/kouqi-liu-363638150
Grand Forks, ND
kouqi liu
PHD Student at University of North Dakota
https://www.linkedin.com/in/joseph-hartman-a6a54662
Grand Forks, ND
Joseph Hartman
Director at University of North Dakota
https://www.linkedin.com/in/mandymorenomusic
Greater Grand Forks Area
Mandy Moreno
Voice Instructor at University of North Dakota
https://dz.linkedin.com/in/amine-foudi-b11aab35
Algiers
Amine Foudi
Geologist Engineer , Geoscientist, Geosteering Specialist
https://www.linkedin.com/in/zac-mullen-mba-387b52116
Houston, TX
Zac Mullen, MBA
Geologist
https://dz.linkedin.com/in/saidahamza10
Bouira
Saida Hamza
English Teacher
https://www.linkedin.com/in/mahimakaushik
Cincinnati, OH
Mahima Kaushik, LEED Green Associate
Graduate Research Assistant, MS Mechanical Engineering, University of Cincinnati
https://www.linkedin.com/in/hassanamer1997
Austin, TX
Hassan Amer, MS, EIT
Graduate Research Assistant at The University of Texas at Austin
https://www.linkedin.com/in/debabrata-a-76a63641
Madison, WI
Debabrata A.
Principal Instructor at University of Wisconsin-Madison
https://www.linkedin.com/in/mojgan-goftari
Minneapolis, MN
Mojgan Goftari, PhD
Sr Scientist in Cardiac Rhythm Management, Boston Scientific.
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One of our best events SPE University of North Dakota Student ChapterIADC University of North Dakota Student Chapter
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I believe LinkedIn is not a platform for politics, but since we are talking freely about the tragedy in #Ukrain and its nightmare today, please allow…
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الحمد لله الذي بنعمته تتم الصالحات!It is with great pleasure that I wish to share with you my network the successful publication of my first…
MEPI Alumni Group
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https://www.linkedin.com/groups/8668135
Training Managers Group
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PETROLEUM ENGINEERING GRADUATES
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https://www.linkedin.com/groups/4429116