At Self-Employed, I audit AI-generated business documents, financial models, educational materials, and slide decks against domain rubrics. I also fact-check outputs for hallucinations, budget errors, and flawed operational advice.
I use data annotation, RLHF, and text classification to improve LLM reasoning in business and academic contexts. I refine prompt engineering workflows so responses follow regional business etiquette and academic standards.
As a Graduate Educator & Classroom Instructor at Secondary School (NYSC), I deliver business education and develop lesson plans, slide decks, and assessment rubrics. Earlier, as Business Operations Manager at Commercial Business Enterprise, I oversaw daily management and financial records, supervised staff, and implemented standardized procedures.

