Femi Oyedokun

Oluwafemi Oyedokun E:-LI: https://www.linkedin.com/in/femi-oyedokun-8a647245/ SUMMARY ____________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________ Tech-savvy Data Scientist with solid skills in data analysis, machine learning, distributed computing, and software development. Advanced knowledge of statistics, stochastic mechanics, and mathematical modeling. Capable of working independently and experienced in responding to and resolving support requests via different channels. Combines a confident professional approach with excellent interpersonal skills and effective communication at all levels. RELEVANT SKILLS ____________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________ Tech Stacks: ● MATlab ● Databricks ● Mathematica ● Recommender Systems ● Anomaly Detection ● Ceiling Analysis ● Mathematical Modeling ● Technical Writing ● Applied Mechanics ● ● ● ● ● ● ● ● ● SQL Tensorflow Keras R Python JavaScript/Node.js HTML/CSS Distributed Computing Software Development ● ● ● ● ● ● ● ● ● Power BI Tableau Machine Learning Map Reduce Hadoop Git GitHub Excel VBA Microsoft Office ● ● ● ● Accountability Critical Thinking Creativity Empathy ● ● ● ● Attention to Detail Strong Work Ethic Research Process Improvement Soft Skills: ● ● ● ● Sound Communication Collaboration Adaptability Problem-solving TRAINING & CERTIFICATIONS ____________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________ ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● Machine Learning, by Stanford University, 2020 Using Python with Databases, University of Michigan Ann Arbor, 2021 Python Data Structures, University of Michigan Ann Arbor, 2021 AWS Fundamentals – going cloud native, by Amazon Web Services, 2020 Convolutional Neural Networks in TensorFlow by deeplearning.ai, 2020 Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning by deeplearning.ai, 2020 Database Systems Concepts and Designs by Georgia Institute of Technology on Udacity platform, 2020 Data Analysis with R by Udacity, 2020 Data Visualization with Tableau course by Udacity, 2020 Neural Networks and Deep Learning by deeplearning.ai, 2019 Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization by deeplearning.ai, 2019 Structuring Machine Learning Projects by deeplearning.ai, 2019. Convolutional Neural Networks by deeplearning.ai, 2019. Sequence Models by deeplearning.ai, 2019 Data Analyst, Nanodegree Program by Udacity, 2019 WORK EXPERIENCE ____________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________ Independent Consultant Feb. 2021 - present Self Employed Provide scientific solutions to clients in the areas of data science, mathematical modeling, and applied mechanics. Senior Research Scientist Antaeus Technologies, Houston, Texas (Antaeus develops a cloud-based platform for oil and gas data storage and interpretation) ● ● ● ● ● ● ● ● Jan 2018 – Jan 2021 Led the development and testing of Antaeus’ cloud-based (AWS platform) scientific solutions. Developed the algorithms for discriminant analysis, principal component analysis, regression analysis, logcurves normalization. Using the Tensorflow framework to construct deep learning models for predictive maintenance, well integrity monitoring, lithofacies detection, and log curves prediction. More so developing an expert system for drilling fluids selection program. Developed tools for well data pre-processing – smoothing, despiking (outlier removal). Created synthetic datasets to assist in model testing and evaluation during pre-launch of the start-up without data acquisition costs. Identified and assessed client’s requirements for managing petroleum engineering plugins and generating Antaeus solutions accordingly. Prepares, organizes, and delivers presentations based on Antaeus’s technical solutions to prospective clients. Developed and implemented a multizone-based algorithm for calibrating empirical mathematical models with large datasets. Prepared solution user guides, manuals, and whitepapers on Antaeus’ scientific solutions. Project Consultant Jun 2017 – Dec 2017 Shafer, Kline, and Warren (NextEra Energy), Houston, Texas (SKW, now McClure Energy Solutions, is a provider of engineering services in the midstream oil and gas sector) ● ● Reviewed over 350+ NextEra Energy standards for several engineering projects including pipeline construction, compressors & pumps, gas metering, instruments & controls, corrosion prevention & control, safety, etc., to ensure they comply with regulatory and international standards. Using Excel VBA, designed application software for estimating compressor requirement, pipeline capacities (including technical & operational constraints), gas PVT properties, gas blending, blowdown time and spacing, and project cost estimates. Graduate Research & Teaching Assistant May 2013 – May 2017 Texas A&M University, College Station, Texas ● Applied continuum mechanics theories and applied mathematics to develop hydromechanical frameworks for assessing the self-killing potential of a blowing well. ● Developed a multiphase-field model for gas-liquid-solid particle flow to understand the hydrodyamic interactions among the phases and the nonlocal constitutive behaviors of the mixture due to surface tensionlike stress and non-isothermal transport process. ● Submitted research proposals to both governmental and private institutions on cutting-edge scientific and engineering investigations. Research & Development Intern June 2014 – Aug 2014 Halliburton, Houston, Texas ● Designed, established, and managed workflows for implementing up-hole-motor technology in Decision Space Well Engineering software ● Applied multi-objective optimization method to develop mathematical models for pump-constrained optimum multi-lobe up-hole-motor torque, optimum motor characteristic configuration, and rotating string length. Mechanical Engineer Lafarge Africa, Ewekoro, Nigeria (Lafarge Africa is a subsidiary of LafargeHolcim in Nigeria) ● ● ● ● Nov 2010 – May 2011 Controlled critical operations to identify and mitigate asset reliability risks that adversely affect plant operations, which include loss elimination, risk management, and life cycle asset management. Managed and executed all aspects of asset integrity management, including maintenance management, inspections, quality assurance of static & rotating equipment, and structures in the plant. Designed Development and Implementation of Maintenance Management System for equipment in the cement plant. Performed incident investigation and root cause failure analyses related to rotating equipment in the plant. Coordinated condition monitoring and non-destructive tests on rotating equipment. Provided hazard and operability study on risks associated with several process equipment, including belt conveyors, rotating equipment, cement Kiln, amongst others. EDUCATION & SYNERGISTIC ACTIVITIES ____________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________ Ph.D. in Petroleum Engineering. Aug 2013 – May 2017 Texas A&M University, College Station, TX, USA Dissertation: My thesis was focused on developing hydromechanical frameworks for assessing the occurrence of wellbore bridging during blowouts. During this program I was able to: ● acquire expertise in geomechanics, fluid flow in porous media, pipe flow, multiphase fluid mechanics, phase field theory, and finite element modeling. ● obtain skills in writing good scientific research proposals for funding opportunities. Master of Science in Petroleum Engineering. Aug 2011 – Aug 2013 Texas A&M University, College Station, TX, USA Thesis: My master’s thesis investigated how to extend the reach of coiled tubing in directional wells using an uphole motor assembly. Through this project and other academic courses taking during this program, I was able to: ● have advanced knowledge of drilling mechanics, well completions, product design, and linear & nonlinear elasticity theories. ● write and submit a patent application on my master’s project. Bachelor of Science in Mechanical Engineering. Feb 2002 – Jan 2008 University of Lagos, Lagos, Nigeria Project: The project aimed to develop analytical models for predicting leak location and area in liquid pipelines. ● Working on this project gave me an in-depth understanding of pipeline construction, leak monitoring, and fluid flow in pipes. ● I also co-authored 9 technical papers on operations research and optimization of manufacturing processes. Awards & Honors: ● Outstanding Technical Reviewer, Journal of Natural Gas Science and Engineering, 2018 (Outstanding technical reviewing of submitted technical papers to the Journal of Natural Gas Science and Engineering) ● Who’s Who in the World, 2018, 2019, 2020 (Recognized as one of the top 3% exceptional professionals in the world) ● International Fulbright Science and Technology Ph.D. Award, 2011 – 2014 (Selected as an outstanding young scientist/engineer by the US Department State to study in the US.) ● Texas A&M University Competitive Scholarship for Graduate Students, 2011 (Selected as an outstanding graduate student in the Department of Petroleum Engineering.) Volunteer Works: ● Guest Editor, Geosciences Special Issue on Subsurface Storage of Fluids, MDPI Publishing. April 2021 - present ● Technical Reviewer, Journal of Civil Engineering and Construction, June 2020 - present (Review technical papers submitted for publication in the journal) ● Judge, Ph.D. Student Paper Contest, Texas A&M University, January 25, 2020 (Selected to judge the Ph.D. section of the Texas A&M Petroleum Engineering Student Paper Contest) ● Technical Reviewer, Elsevier, Aug 2015 - present (Review technical papers submitted for publication in the Journal of Natural Gas Engineering and Science) ● Technical Reviewer, Multidiscipline Modeling in Materials &Structures, Aug.2015-present (Review technical papers submitted for publication in the Journal) ● Ambassador Lecturer, Society of Petroleum Engineers, Jan 2018 - present (Presents current and innovative engineering solutions in the oil and gas industry to SPE members and Student Chapters.) PROFESSIONAL REFERENCES ____________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________________ ● Jerome Schubert Associate Professor, Petroleum Engineering Department, Texas A&M University, College Station, TX 77483 Tel: -, Email:- ● Jim Buri Contracts Administrator, Enerje, LLC dba McClure Energy Solutions, Formerly Shafer, Kline & Warren, Inc., 1700 Swift Street, Suite 100, North Kansas City, MO 64116. Tel: -, Email:-