Hriffat Ismailah

I’m Hriffat Ismailah, an AI training and model evaluation professional with a multidisciplinary focus on STEM reasoning, data annotation, and English–Swahili language work. I support AI systems by writing clear prompts, drafting reference answers, ranking outputs, and applying structured, evidence-based evaluation to improve factual accuracy, relevance, completeness, and instruction adherence.

I also translate and localize between English and Swahili while preserving meaning, tone, and audience intent, and I review multilingual outputs for clarity and cultural appropriateness. In addition, I handle English and Swahili audio-to-text transcription with careful segmentation, punctuation, and uncertainty handling—ensuring transcripts and annotations remain faithful to the original source.