
heidi oosthuizen
@heidioosthuizen
AI evaluator at micro1 who assesses image data and brings social-work expertise to AI training.
What I'm looking for
At micro1, I evaluate image-based data against project guidelines, checking accuracy, relevance and consistency while flagging ambiguous examples and quality concerns. I also contributed to facial data collection for AI dataset development.
For micro1’s child, family and school social-work project, I reviewed and refined AI-generated responses. I assessed them for contextual accuracy, safeguarding and ethical risks, and provided structured feedback on sensitive scenarios.
Before this work, I spent more than 20 years in social care across the United Kingdom and South Africa, including service and team management at Leicester City Council and other councils. My work included case audits, quality reviews and complex safeguarding decisions; at Leicester City Council, I contributed to its improvement journey from “Requires Improvement” to “Good.”
Experience
Work history, roles, and key accomplishments
AI Evaluation Specialist
micro1
Jul 2026 - Present (3 months)
Evaluates image-based data against project guidelines and quality standards, identifying inconsistencies and edge cases. Works independently within remote workflows while maintaining confidentiality.
Facial Data Collection Contributor
micro1
Jul 2026 - Jul 2026 (0 months)
Completed a facial data collection task supporting AI dataset development, capturing and submitting image data according to project instructions and quality requirements.
Service Manager
Leicester City Council
Nov 2020 - Dec 2021 (1 year 1 month)
Led statutory child-protection and family-support services, overseeing multiple teams and managers. Managed service performance, quality assurance, and operational delivery, contributing to an Ofsted improvement from 'Requires Improvement' to 'Good'.
Locum Team Manager
Leicester City Council
Jan 2020 - Nov 2020 (10 months)
Conducted audits and quality reviews to identify practice risks and performance gaps, introducing structured case-review cycles and evidence-based feedback. Improved team performance by approximately 60%.
Improvement Manager
Bradford Metropolitan District Council
Jan 2019 - Dec 2019 (11 months)
Led case audit, quality review, and operational-improvement work across children's social care, establishing a Court Assessment Team and supporting Multi-Agency Safeguarding Hub restructuring. Reduced court delays and case backlogs by approximately 30-40%.
Locum Court Team Manager
Birmingham City Council
Apr 2015 - Oct 2016 (1 year 6 months)
Quality-assured court documentation and statutory decision-making against legal and professional requirements, identifying evidential and compliance gaps. Introduced performance monitoring and review controls.
Senior Practitioner / Team Manager
Coventry City Council
Jan 2003 - Dec 2015 (12 years 11 months)
Progressed from frontline practitioner into senior-practice and management responsibilities, undertaking complex safeguarding assessment, record review, supervision, and quality assurance.
Social Worker
Child & Family Welfare Society
Jan 1999 - Dec 2003 (4 years 11 months)
Produced assessments, case records, and intervention plans involving sensitive personal information, applying professional judgement to safeguarding, risk, and family-support decisions.
AI Trainer
micro1
Jan 2026 - Present (9 months)
Provided social-work and safeguarding subject matter expertise to support AI training and evaluation, reviewing and refining AI-generated responses in child, family, and school social-work scenarios.
Education
Degrees, certifications, and relevant coursework
National School of Government
Nyukela Senior Management Pre-Entry Certificate, Senior Management
2025 - 2025
Completed the Nyukela Senior Management Pre-Entry Certificate in 2025.
Coventry University
CMI Certificate in Management, Management
2008 - 2008
Grade: Merit
Earned the CMI Certificate in Management from the First Line Management Development Programme with Merit in 2008.
Coventry University
Level 3 Undergraduate Module, Practice Learning Supervision
2008 - 2008
Completed the Practice Learning Supervision Level 3 Undergraduate Module in 2008.
Coventry University
Certificate in Work-Based Supervision, Work-Based Supervision
2006 - 2006
Grade: Distinction
Earned the Certificate in Work-Based Supervision with Distinction in 2006.
University of Birmingham
Post-Qualifying Award in Childcare, Childcare
2006 - 2006
Earned the Post-Qualifying Award in Childcare in 2006.
Stellenbosch University
Affiliated Studies in Philosophy, Philosophy
1997 - 1997
Completed affiliated studies in Philosophy with an Industrial Psychology major in 1997.
Stellenbosch University
BA (Hons) Social Work, Social Work
1993 - 1996
Earned a BA (Hons) in Social Work from Stellenbosch University from 1993 to 1996.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
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