Kolawole A.

Key Skills

Software

Data Annotation Tech

Argilla

AWS SageMaker

Appen

Google Cloud Vertex AI

Other

Top Subject Matter

Energy & Critical Infrastructure

Oil & Gas / Technical Safety

Cybersecurity & OT/ICS Security

Top Data Types

Text

Document

Computer Code Programming

Top Task Types

Evaluation/Rating

RLHF

Question Answering

Text Summarization

Red Teaming

Prompt + Response Writing (SFT)

Text Generation

Classification

Entity (NER) Classification

Computer Programming/Coding

Freelancer Overview

I am a senior Energy, Oil & Gas, Cybersecurity, Technical Safety and Risk Governance professional with over 30 years of industry experience, including work across Shell, Schlumberger, Xodus Group, Ørsted, BDO and consulting environments. I support AI training and LLM evaluation by reviewing model outputs for technical accuracy, safety, realism, regulatory relevance and business usefulness across energy, oil and gas, OT/ICS security, project delivery, QHSE, compliance and risk management. My strength is bringing real-world industry judgement into AI model evaluation. I can assess whether AI responses are technically correct, clearly written, safe for professional use, and aligned with how regulated organisations actually operate. I am especially suited to expert AI training projects involving cybersecurity, critical infrastructure, oil and gas operations, technical safety, carbon capture, renewables, project controls, vendor risk, and board-level risk communication. Education includes Master of Science, Bachelor of Science, AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Principal Consultant - AI-Relevant Energy, Cyber, Risk & Data Governance Advisory (AI trainer/LLM evaluator & expert reviewer)

OtherTextEvaluation/Rating

Provided expert LLM evaluation and response review across energy, oil & gas, technical safety, QHSE, cybersecurity, OT/ICS security, risk governance and compliance topics. Reviewed AI-generated answers for technical accuracy, missing context, weak reasoning, unsafe guidance, hallucinations, regulatory relevance and practical usefulness. Work included rating responses, improving explanations, checking specialist terminology, assessing business and operational realism, and ensuring outputs were clear, safe and useful for professional users. Key domains include Shell-style oil and gas operations, offshore/onshore projects, technical safety, CCS, renewables, ISO 27001, NIS/NIS2, IEC 62443, SCADA/ICS, vendor risk and board-level risk communication.

2015 - Present

Education

Work History