I’m Lazarus Otiieno, a digital design and AI-focused professional with extensive experience in LLM evaluation, prompt engineering, and high-fidelity transcription quality work. I refine machine learning outputs through careful data processing, ensuring the final results are accurate, consistent, and user-focused for complex data-driven projects. I also bring strong quality assurance and domain expertise from subject-matter and QA leadership roles, where I managed high-detail data labeling and helped maintain strict standards across evolving client guidelines. Whether it’s benchmarking and RLHF workflows, converting audio to verbatim text with tight formatting rules, or improving annotation consistency through edge-case review, I’m committed to delivering reliable outcomes you can trust.…I’m Lazarus Otiieno, a digital design and AI-focused professional with extensive experience in LLM evaluation, prompt engineering, and high-fidelity transcription quality work. I refine machine learning outputs through careful data processing, ensuring the final results are accurate, consistent, and user-focused for complex data-driven projects. I also bring strong quality assurance and domain expertise from subject-matter and QA leadership roles, where I managed high-detail data labeling and helped maintain strict standards across evolving client guidelines. Whether it’s benchmarking and RLHF workflows, converting audio to verbatim text with tight formatting rules, or improving annotation consistency through edge-case review, I’m committed to delivering reliable outcomes you can trust.WWWW…