Post Job Free

Resume

Sign in

Postdoctoral Fellow Data Scientist

Location:
Calgary, AB, Canada
Posted:
July 15, 2021

Contact this candidate

Resume:

*

Saeed Jafari

709-***-****

adnqpw@r.postjobfree.com

PROFILE

Results-oriented, well-presented, and self-motivated petroleum engineering PhD, Data Scientist who has extensive knowledge of Python programming, Artificial Intelligence, Machine Learning, Reservoir Simulation & Modelling, and Data Mining.

SELECTED HIGHLIGHTS

Strong knowledge of Data Mining and Machine Learning gained with working on the digital oil field project as a postdoctoral fellow in Hibernia EOR Research Group

Strong coding knowledge – gained from taking part in Complete Python bootcamp, algorithm toolbox course, and coding of different oil and gas phenomena

Strong reservoir simulation and modelling knowledge – gained from modelling of different fluid-fluid and rock- fluid interactions in chemical-EOR methods in my PhD, mentoring different PhD students who were working on reservoir simulation projects, and participating in Schlumberger’s reservoir simulation trainings

Strong critical and analytical thinking as well as problem solving skills

Collaborate well in team environment while also functioning well as an individual contributor EDUCATION AND TECHNICAL EXPERIENCE

PhD Oil and Gas Eng., Memorial University of Newfoundland, Canada (GPA:4.0/4.0)

• Thesis: The behavior of silica nanoparticles in the multi-phase ionic solutions- enhanced oil recovery implications M.Sc. Reservoir Eng., Amirkabir University of Technology, Iran (GPA:18.6/20 – Ranked 1st )

• Thesis: Mechanistic understanding of wettability alteration of carbonate reservoirs by surfactants B.Sc. Petroleum Eng., Sharif University of Technology, Iran (GPA:17.2/20 – Ranked 3rd ) SOFTWARE’S PROFICIENCY

• Machine Learning Related Libraries: Pandas, Scikit-Learn, Numpy, SciPy, Matplotlib, Seaborn

• Deep Learning – ANN, CNN, TensorFLow, Keras, Py Torch

• Programming Languages: Python, SQL database queries, MATLAB

• Reservoir Simulation & Forecasting Tool - Petrel RE, Eclipse 100 and E300

• Well Performance Analysis Tools - KAPPA Suites (Saphir, Topaze)

• Fluid Analysis Tools - PVTSim. PVTi

AWARDS AND CERTIFICATIONS

• Complete Python Bootcamp: Udemy, Dec. 2019

• Algorithm and Data Structure Specialization, Coursera, 2019

• Machine Learning A-Z™: Hands-On Python & R in Data Science: Udemy, Dec. 2019

• Full Ph.D Scholarship from Memorial University, St. John’s, NL

• Amirkabir University Academic Excellence Award: The award is given to a master student who had an excellent academic performance based on the GPA and research works

• Sharif University Academic Excellence Award for Bachelor Students

• E300 Compositional Simulation training hosted by Husky Energy St.John’s-NL - 2019

• Fellow of the School of Graduate Studies: Fellow of the School of Graduate Studies is awarding in recognition of outstanding academic achievement throughout a graduate program. PROFESSIONAL EXPERIENCE

UNIVERSITY OF CALGARY, CANADA 2020 -

Canada First Research Excellence Funding Researcher

• Modeling of competitive adsorption of different gases on the reservoir rock’s surface (extensive coding required)

• Modeling of CO2 Enhanced Gas Recovery flooding in ultra-tight shale gas reservoirs (extensive coding required) Saeed Jafari

2

HIBERNIA ENHANCED OIL RECOVERY RESEARCH GROUP, CANADA 2019 - 2020 Data Scientist (Postdoctoral Fellow)

• EOR Screening Group: Gathering, cleaning, visualizing, and analyzing EOR data from different resources. Appling different Machine Learning and Deep Learning Algorithms to predict the enhanced oil recovery in different EOR methods.

• Digital oil filed group: Using different ML and AI methods to predict the behavior of oil reservoirs, generate relative permeability

RESLAB KISH COMPANY, IRAN 2012- 2015

Reservoir Engineer

Delivered Azadegan oil field recovery scenarios using both experimental and simulation methodologies.

• Simulation and experimental evaluation of different oil recovery scenarios to maximize oil recovery from Azadegan oil field – using a broad range of commercial simulators such as PVTi, PVTsim, Eclipse, E300, and Petrel

IRANIAN OIL COMPANY, IRAN 2009 (4mos)

Reservoir Engineer intern

• Assisting senior reservoir engineers to optimize oil production from oil fields using reservoir simulation techniques

STATUS IN CANADA

• Permanent Resident



Contact this candidate