Summary
Overview
Work History
Education
Skills
Conference Papers
Certification
Conference Presentations
Scholarships And Awards
Publications
Accomplishments
Affiliations
References
Timeline
Generic
Rayne White

Rayne White

Kensington,WA

Summary

Experienced geologist, drilling optimization and data scientist with more than 17 years experience in industry and a proven track record in petroleum exploration and data-driven decision-making. Expert with a flair for innovation in Geology and oil/gas extraction. Proven success in geoscience projects and impactful contributions in research on West Australian unconventional resources in Australia. Adept at conducting research, contributing to publications, designing a real-time drilling model, designing an intelligent system to monitor cathodic protection systems, and collaborating across interdisciplinary teams. Seeking a dynamic role to apply a unique blend of geological and data science skills in a challenging environment.

Overview

17
17
years of professional experience
1
1
Certification

Work History

Data Scientist

Deloitte Australia
Brookfield Place WA, Australia
02.2023 - Current
  • Delivering a large data migration solution to replace the aged legacy HR, payroll, and rostering system.
  • Develop pipelines in Talend to ensure data can be extracted, transformed, and loaded into the new system.
  • Use agile methodology and DevOps to track, scope, and document workloads to ensure it is successfully delivered within the set 'sprints'.
  • Testing of pipelines to evaluate system performance and design, and to ensure the quality of data has been uplifted.
  • Define data quality, validation rules, and data taxonomies.
  • Perform data analysis to determine the cause of issues encountered within data pipelines and use this to either rectify or define new business rules.
  • Perform statistical tests on large datasets to determine data quality and integrity.
  • Implement the defined data quality business rules into the solution to ensure data can be correctly remediated as per the client's specifications.

Geotechnical Engineer

Geoslope Pty Ltd
Melbourne, Victoria
02.2020 - 01.2023
  • Provided technical advice on construction-related issues regarding ground improvement techniques, dewatering strategies, foundation design, and underpinning requirements.
  • Using collected data to analyze the stability, settlement, and bearing capacity of foundations for structures.
  • Evaluating the seismic risk and designing structures to withstand earthquake forces.
  • Assessing the environmental impact of geotechnical activities and proposing measures to mitigate any adverse effects on the environment.
  • Inspected project sites to monitor progress and conform to design specifications and safety or sanitation standards.
  • Communicating findings to clients, architects, structural engineers, and stakeholders.

Geoscience Consultant

Drill Insight
Perth CBD WA, Australia
12.2014 - 02.2020
  • Geological and operational studies on formation parameters.
  • Developing tactics for mining oil/gas from deep deposits below the earth’s surface.
  • Research on geology and petroleum systems of Perth and Canning Basins in WA.
  • Generating new methods to extract gas and oil from older/new wells.
  • Detailed studies on contingency, planning, hydraulics analysis, and APB.
  • Technical assistant to operators, well integrity life cycle in Western Australia.
  • Providing real-time drilling optimization services in the Asia Pacific region in partnership with Sekal AS.
  • Delivering services in core well engineering and production technology.
  • Executing proof of concept (PoC) with Chevron and Woodside.
  • Developing and delivering real-time dynamic drilling optimization services on Chevron CS2 campaign.
  • Secure long-term partnership with Sumitomo Exebenus to deliver real-time optimization service.

Research Analyst

Curtin University
Bentley WA, Australia
03.2011 - 09.2014
  • SEM/EDS analysis on shale samples in the CO2 project (SE Detector).
  • SEM image interpretation and analytical techniques for the elemental analysis.
  • Determining changes in shale’s topography before and after exposure to CO2.
  • Determining the chemical characterization and elemental analysis of samples.
  • Academic Supervisor for postgraduate students’ final projects.
  • Unit coordinator ‘General Geology’: lecturing, Course Design, and Grading.
  • Tutor for unit ‘Formation Evaluation’: Tutoring, Log Interpreting, and Grading.

Research & Development Manager

IODEC: ISTA Oil Development Engineering Co
Tehran, Iran
03.2010 - 02.2011
  • Building and maintaining effective networks and collaborative partnerships with industry stakeholders.
  • Supervising the research activities of the group members.
  • Research on alternatives and selection of an appropriate inhibitor for pipelines and oil reservoirs.
  • Providing comprehensive reports for monitoring of the cathodic protection project in closed sites.
  • Developing a cathodic protection system (CP) that minimized the corrosion of well casings.
  • Collaborating in the design of an intelligent monitoring system for cathodic protection devices.

Geologist and Cathodic Protection Expert

IODEC: ISTA Oil Development Engineering Co
Tehran, Iran
11.2006 - 03.2010
  • Evaluating the effects of environmental factors on cathodic protection systems.
  • Identifying rock composition in the areas with CP installations.
  • Using well logs to control the efficiency of the CP system, and to identify casing leaks along with their cause and location.
  • Estimating the soil resistivity (ohm/cms) and testing a Slurry Bio-Reactor on the oil soil bacteria.
  • Evaluating the effects of environmental factors on cathodic protection systems.
  • Detecting all potential risks of internal and external corrosion in CP systems.

Education

Bachelor of Science - Applied Mathematics and Statistics

University of Western Australia
11-2023

Doctor of Philosophy - Petroleum Engineering

Curtin University
07-2014

Master of Science - Petroleum Geology

University of Tehran
09.2009

Bachelor of Science - Geology

Ferdowsi University of Mashhad
09.2006

Skills

  • Statistical Analysis
  • Time-Series Analysis
  • Agile Methodology
  • Advanced Mathematical Abilities
  • Database Management
  • Resource Estimation
  • Geotechnical Engineering
  • Site Suitability Studies
  • Explorations Execution
  • Drilling Operations
  • Risk Assessments
  • Supervision and Leadership
  • Problem-Solving
  • Cross-Functional Teamwork
  • Project Planning
  • Maintenance Planning
  • Subject Matter Expertise
  • Technology Integration

Conference Papers

  • Oil to Oil and Oil to Source Correlation Studies in Marun and Kupal oilfields using Gas Chromatography-Mass spectrometry-Mass spectrometry (GC/MS/MS), Poster, AAPG annual meeting. Bahrain, Manama.
  • Lithofacies and sequence stratigraphic framework of Kockatea Shale at Dandaragan Trough, Perth Basin - accepted for oral presentation at Australian Petroleum Production and Exploration Association, Brisbane, Australia, 26-29 May 2013.
  • Evaluation of Carynginia formation as a potential gas shale reservoir at Perth Basin, Western Australia - accepted at “Unconventional Resources Technology Conference: fueled by SPE, AAPG, and SEG”, Colorado/Denver, USA, 12-14 August 2013.
  • Clay mineralogy of shale gas reservoirs through integrating infrared spectroscopy and X-ray diffraction accepted at “Unconventional Resources Technology Conference: fueled by SPE, AAPG, and SEG”. 12-14 August 2013 Colorado/Denver, USA.
  • Geochemical analysis on prospective gas shale reservoirs at Perth Basin, Western Australia. Accepted for “AAPG (American Association of Petroleum Geologist) Annual Convention and Exhibition: with SEPM (Society for sedimentary geology)”. 19-22 May 2013 Pittsburgh, USA.
  • Fracability index of gas shale reservoirs, and example from Perth Basin, Western Australia. Accepted at “75th EAGE Conference & Exhibition incorporating SPE EUROCEAGE”. 10-13 June 2013 London, United Kingdom.
  • The study of lateral variability of Kockatea Shale across the Perth Basin; an integration of electrofacies and lithofacies characteristics. Accepted for poster presentation at Australian Petroleum Production and Exploration Association, Perth, Australia, 6-9 April 2014.

Certification

  • HBS Credential of Readiness (CORe)- Harvard Business School, Business Analytics, Economics, and Financial Accounting, Online Course Training (04/2017).
  • X-ray diffraction analysis of polycrystalline materials for science and engineering graduates’ National workshop, Curtin University (2013).
  • Fourier Transform Infrared Spectroscopy, CSIRO (2012).
  • X-ray clay diffraction analysis, CSIRO (2012).
  • X-ray whole rock diffraction analysis, Curtin University (2012).
  • EVO 40XVP scanning electron microscopy, training course (Practical), Curtin University (2012).
  • Interactive Petrophysics (IP) 4.0, Department of Petroleum Engineering, Curtin University (2012).
  • Petrel Software 2010, Department of Petroleum Engineering, Curtin University (2011).
  • Scanning Electron Microscopy (SEM) Practical, Curtin University (2011).
  • Scanning Electron Microscopy (SEM) Theoretical, University of Western Australia (2011).

Conference Presentations

  • Unconventional Resources Technology Conference, Colorado 2013, Oral presenter and ePaper presenter.
  • American Association of Petroleum Geologists, Pittsburgh 2013, Poster presenter.
  • European Association of Geoscientists and Engineers (EAPG), London 2013, Poster presenter.
  • Australian Petroleum Production and Exploration Association, Brisbane 2013, Oral presenter.

Scholarships And Awards

  • Professional Engineer Award by Engineers Australia (2015)
  • Minerals Research Institute of Western Australia (MRIWA)(2013)
  • Curtin International Postgraduate Research Scholarship (CIPRS) (2011)

Publications

  • The study of lateral variability of Kockatea Shale across the Perth Basin, an integration of electrofacies and lithofacies characteristics. Australian Petroleum Production and Exploration Association (APPEA) Journal 2014.
  • Lithofacies and sequence stratigraphic framework of the Kockatea Shale, Dandaragan Trough, Perth Basin. Australian Petroleum Production and Exploration Association (APPEA) Journal 2013.
  • Petroleum Geology of Iran: With regard to related aspects of Petroleum Geology and Tectonic of Iran. Asar Nafis Press.
  • Geochemical Characteristic study of Ilam and Sarvak oils in Marun and Kupal oilfields by physical and chemical properties of samples. Researches of Stratigraphy and Sedimentology. Isfahan 25/36
  • Geochemical Characteristic of Ilam and Sarvak hydrocarbons in Marun and Kupal Oilfields. Research institute Petroleum Industry 90/66

Accomplishments

  • Professional Engineer Award by Engineers Australia
  • Minerals Research Institute of Western Australia (MRIWA)
  • Curtin International Postgraduate Research Scholarship (CIPRS)

Affiliations

  • Machine Learning with Python: from Linear Models to Deep Learning
  • Microsoft Azure and fundamental data analysis
  • Structured Database Environments with SQL
  • Inclusive Leadership- The University of Western Australia
  • Study Australia Industry Experience program (Super Nano) Completer

References

References available upon request.

Timeline

Data Scientist

Deloitte Australia
02.2023 - Current

Geotechnical Engineer

Geoslope Pty Ltd
02.2020 - 01.2023

Geoscience Consultant

Drill Insight
12.2014 - 02.2020

Research Analyst

Curtin University
03.2011 - 09.2014

Research & Development Manager

IODEC: ISTA Oil Development Engineering Co
03.2010 - 02.2011

Geologist and Cathodic Protection Expert

IODEC: ISTA Oil Development Engineering Co
11.2006 - 03.2010

Bachelor of Science - Applied Mathematics and Statistics

University of Western Australia

Doctor of Philosophy - Petroleum Engineering

Curtin University

Master of Science - Petroleum Geology

University of Tehran

Bachelor of Science - Geology

Ferdowsi University of Mashhad
Rayne White