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Busisiwe KlaasBK
Open to opportunities

Busisiwe Klaas

@busisiweklaas

I test LLM safety, validate model outputs, and turn operational risks into actionable reports.

South Africa
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What I'm looking for

I'm looking for opportunities where I can improve AI trust and safety, evaluate LLM risks, strengthen governance controls, and translate technical and operational findings into actionable decisions.

At Invisible Technologies, I execute adversarial attacks and scenario stress tests against client LLMs, identifying vulnerabilities, prompt leakage, and unsafe API responses. I also audit model outputs against trust, safety, and ethical guidelines.

I've trained enterprise AI models through Supervised Fine-Tuning and Reinforcement Learning from Human Feedback, using response ranking, contextual relevance analysis, and error tagging to improve quality and safety.

Previously, at Global App Testing and Clicks Group Limited, I translated usability, consumer, and operational data into visual reports and practical recommendations for client teams and executives.

My background in Organizational Psychology supports my work across process optimization, UX research, governance, stakeholder collaboration, and organizational change.

Experience

Work history, roles, and key accomplishments

Global App Testing logoGT

UX Report Writer & Data Analyst

Global App Testing

May 2023 - Sep 2023 (4 months)

Synthesized qualitative and quantitative usability study data to author comprehensive UX research reports containing actionable improvement recommendations. Utilized Metabase and Excel to analyze user interaction data and build visual representations of study findings for client teams.

Clicks Group Limited logoCL

Commercial Graduate Trainee

Clicks Group Limited

Jan 2021 - Jan 2022 (1 year)

Evaluated operational processes across retail stores and logistics warehouses, introducing lean optimization strategies to minimize waste and improve inventory flow. Analyzed consumer spending trends and operational data, conducted cost-benefit analyses, and presented findings directly to company executives.

Rhodes University logoRU

HR Organizational Psychology Lecturer

Rhodes University

Aug 2020 - Jan 2021 (5 months)

Developed study materials, case studies, and assessments covering job analysis, personnel selection, performance evaluation, and strategic HR management. Engaged with departmental stakeholders and facilitated interactive online learning modules for second-year university students.

Education

Degrees, certifications, and relevant coursework

Rhodes University logoRU

Rhodes University

Bachelor of Social Sciences, Organizational Psychology

2019 - 2020

Pursued a post-graduate degree in Organizational Psychology, focusing on psychometric assessments, organization development, and research methods.

Rhodes University logoRU

Rhodes University

Bachelor of Social Sciences, Industrial Psychology

2015 - 2018

Completed a Bachelor of Social Sciences with majors in Industrial Psychology, International Relations, and Economic Sociology.

Tech stack

Software and tools used professionally

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