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Ropafadzo Musengiwa

Ropafadzo Musengiwa

AI Model Audit and Responsible AI Evaluation

United Kingdom flagLondon, United Kingdom
$15.00/hrEntry LevelInternal Proprietary Tooling

Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

AI Model Auditing and Governance
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
DocumentDocument

Top Task Types

Data CollectionData Collection

Freelancer Overview

Information systems and technology audit professional with 5+ years of experience delivering high‑quality assurance across complex professional workflows, research‑driven engagements, and regulated environments. Brings strong IT audit, controls assurance, and model risk evaluation skills, including the audit of AI‑enabled systems and support of Responsible AI evaluations. Possesses 1 year of focused experience in AI training and evaluation, with exposure to text‑based data, data labelling workflows, and evaluation and rating activities, supported by effective use of internal and proprietary tooling. Education: Bachelor of Business Studies and Computing Science (Honours), University of Zimbabwe (2021). Certifications: CISA (2023)

Entry LevelEnglish

Labeling Experience

AI Model Audit and Responsible AI Evaluation

TextData Collection
Audited AI and analytical models for governance, data input, bias risk, explainability, model monitoring, and change controls. Reviewed ethical AI factors including model fairness, transparency, accountability, and bias mitigation practices. Evaluated data governance, lineage, integrity, and lifecycle management as part of responsible AI initiatives. • Led audit and assurance activities focused on AI models and model risk management frameworks. • Assessed training data quality, data input sources, and annotated output reliability. • Provided recommendations for improving input data labeling and bias controls in AI-enabled platforms. • Supported development of best practices for responsible AI and contributed to AI governance maturity.

Audited AI and analytical models for governance, data input, bias risk, explainability, model monitoring, and change controls. Reviewed ethical AI factors including model fairness, transparency, accountability, and bias mitigation practices. Evaluated data governance, lineage, integrity, and lifecycle management as part of responsible AI initiatives. • Led audit and assurance activities focused on AI models and model risk management frameworks. • Assessed training data quality, data input sources, and annotated output reliability. • Provided recommendations for improving input data labeling and bias controls in AI-enabled platforms. • Supported development of best practices for responsible AI and contributed to AI governance maturity.

2025 - 2025

Education

U

University of Zimbabwe

Bachelor of Business Studies and Computing Science with Honours, Business Studies and Computing Science

Bachelor of Business Studies and Computing Science with Honours
2017 - 2021

Work History

K

KPMG

IT Audit Assistant Manager

London
2022 - Present