Across freelance AI training projects, I translate and adapt multilingual web, blog, news, and specialized content, including human translation and machine translation post-editing.
On remote AI data tasks, I transcribe spoken audio across dialects and languages, capturing timestamps and speaker segments to support speech recognition development.
I contribute speech, video, and text data to AI training datasets, and annotate text, speech, and OCR outputs for sentiment, entity recognition, classification, and event tagging.
I also evaluate AI-generated content and human annotations, and craft and refine prompts for large language models. My work draws on English, Swahili, Luo, and Kikuyu, along with tools such as UHRS, OneForma, and OCR and transcription platforms.

