Pol John Cruz

Operations Associate

South Australia, Australia12 yrs experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Led initiatives generating AUD $10M in annual value.
  • Developed predictive maintenance solutions using ML.
  • Expert in optimizing equipment reliability and performance.
Stackforce AI infers this person is a Machine Learning and Reliability Engineering expert in the Oil & Gas industry.

Contact

Skills

Core Skills

Machine LearningProject ManagementData AnalysisTeam LeadershipProblem SolvingElectrical Engineering

Other Skills

Supervised LearningAWS SageMakerSnowflake SQLPower BITeam ManagementRoot Cause AnalysisUnsupervised LearningFront-End DevelopmentLarge Language Models (LLM)Python (Programming Language)SQLArtificial Intelligence (AI)AlgorithmsNetwork SecurityHuman Computer Interaction

About

Engineer with leadership experience and technical expertise in Machine Learning and Artificial Intelligence. Completed Master's degree with specialization in Machine Learning. Demonstrated ability to deliver innovative solutions while leading cross-functional teams and solving complex technical challenges.

Experience

12 yrs
Total Experience
6 yrs
Average Tenure
6 yrs 10 mos
Current Experience

Bhp

3 roles

Senior Improvement Engineer

Promoted

May 2024Present · 2 yrs · On-site

  • Led strategic optimization initiatives that enhanced equipment reliability and operational throughput. Achieved exceptional financial results by spearheading a critical production optimization project that increased production output by 4%, generating AUD $10M in annual value creation.
  • Developed predictive maintenance solutions leveraging supervised machine learning algorithms and AWS SageMaker to develop sophisticated equipment wear and failure prediction models.
  • Managed data analytics dashboard utilizing Snowflake SQL queries and Power BI visualization tools to deliver insights on team dashboards and plant performance metrics.
Project ManagementMachine Learning

Lead Defect Elimination Engineer

Mar 2022May 2024 · 2 yrs 2 mos · On-site

  • Lead and manage a small team of reliability engineers and specialists to provide frontline support to maintenance teams and conduct problem solving activities to eliminate equipment defects across Olympic Dam’s Concentrator, Hydromet, TRS, Water, Air and supporting electrical infrastructure.
  • Exercise a proficient level of technical knowledge and expertise to independently make informed decisions and provide engineering support to execution.
  • Regularly measures operational results against defined benchmarks and analyses business metrics to determine and monitor when contingency plans should be implemented.
  • Conduct thorough problem solving and/or investigations into plant performance issues and implement sustainable solutions to mitigate risk. Conduct peer reviews and coaching of problem-solving activities to ensure consistency in quality and outcome.
  • Coach and develop team members’ technical skills to support business requirements.
  • Understand and apply the relevant requirements and standards relating to the management and treatment of risk.
  • Foster effective and productive working relationships across all internal and external stakeholders.
  • Promote continuous improvement mind-set by actively identifying, developing, and delivering improvement opportunities and initiatives to eliminate waste.
Team LeadershipTeam ManagementProblem Solving

Electrical Reliability Engineer

Jul 2019Mar 2022 · 2 yrs 8 mos · On-site

  • Facilitate Root Cause Analysis for critical equipment breakdown.
  • Give guidance to execution and engage discipline engineers and OEM specialists as required to minimize downtime duration.
  • Complete up front execution Project Works (PIA’s, SOR’s etc.) and raise ERNs.
  • Perform quality checks for execution tasks as required.
  • Completion of Analysis & Improvement (A&I) scheduled work management tasks.
  • Assist in creation of scopes for repairable components.
  • Provide support in shutdowns, ICAM investigations and Material Risk Reviews (Common).
Electrical EngineeringRoot Cause AnalysisProblem Solving

Petron corporation

Electrical Engineer

Apr 2014Jun 2019 · 5 yrs 2 mos · Limay, Bataan, Philippines

  • Tasked to do power system simulations and in-depth technical studies for the Refinery’s electrical power distribution system.
  • Conducts Root Cause Failure Analysis Investigation for equipment failures, recommends corrective actions and monitors its implementation.
  • Develops, implements and monitors refinery-wide equipment asset policies.
  • Evaluates existing practices and recommends improvements for the efficient and economical operation and maintenance of electrical equipment.
  • Provides technical review on electrical designs and conducts electrical equipment inspection during installation, testing and commissioning to ensure its compliance to related standards such as IEC, IEEE, Global Practice.

Education

Georgia Institute of Technology

Master of Science - MS — Computer Science

Sep 2021Aug 2025

Mapua Institute of Technology

BS Electrical Engineering

Jan 2009Jan 2013

Taguig Science High School

Jan 2005Jan 2009

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