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I'm Caroline Ng’ang’a, an AI Training and Data Annotation Specialist with experience in finance-domain prompt engineering, instruction-following (IF) model tuning, and multimodal evaluation. Detail-oriented and adaptable, I design high-quality prompts, create rule-based constraints to improve model compliance, and guide outputs toward reliable, human-like, instruction-compliant responses. I enjoy collaborating with cross-disciplinary teams and applying my teaching and financial administration background to build robust, instruction-adherent AI systems.…I'm Caroline Ng’ang’a, an AI Training and Data Annotation Specialist with experience in finance-domain prompt engineering, instruction-following (IF) model tuning, and multimodal evaluation. Detail-oriented and adaptable, I design high-quality prompts, create rule-based constraints to improve model compliance, and guide outputs toward reliable, human-like, instruction-compliant responses. I enjoy collaborating with cross-disciplinary teams and applying my teaching and financial administration background to build robust, instruction-adherent AI systems.

Caroline Ng’ang’a

Project Manager, Data Analyst, Data Annotator, +2

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I'm Caroline Ng’ang’a, an AI Training and Data Annotation Specialist with experience in finance-domain prompt engineering, instruction-following (IF) model tuning, and multimodal evaluation. Detail-oriented and adaptable, I design high-quality prompts, create rule-based constraints to improve model compliance, and guide outputs toward reliable, human-like, instruction-compliant responses. I enjoy collaborating with cross-disciplinary teams and applying my teaching and financial administration background to build robust, instruction-adherent AI systems.…I'm Caroline Ng’ang’a, an AI Training and Data Annotation Specialist with experience in finance-domain prompt engineering, instruction-following (IF) model tuning, and multimodal evaluation. Detail-oriented and adaptable, I design high-quality prompts, create rule-based constraints to improve model compliance, and guide outputs toward reliable, human-like, instruction-compliant responses. I enjoy collaborating with cross-disciplinary teams and applying my teaching and financial administration background to build robust, instruction-adherent AI systems.

Available to hire

I’m Caroline Ng’ang’a, an AI Training and Data Annotation Specialist with experience in finance-domain prompt engineering, instruction-following (IF) model tuning, and multimodal evaluation.

Detail-oriented and adaptable, I design high-quality prompts, create rule-based constraints to improve model compliance, and guide outputs toward reliable, human-like, instruction-compliant responses. I enjoy collaborating with cross-disciplinary teams and applying my teaching and financial administration background to build robust, instruction-adherent AI systems.