At SME Careers on Project Ringneck, I review AI-generated text for grammar, accuracy, and natural phrasing, rewriting responses that don't meet quality standards. I also write prompt-response pairs used to train and evaluate conversational AI models.
At RWS on Project Herring, I audited language output and material quality records against company standards, then wrote up findings and worked with the team on fixes. My policy research experience at the Department of Disaster Management, Government of Bangladesh also involved reviewing documents against set criteria and writing precise policy briefs and reports.
At Prepstone, I hire and train instructors and set the quality bar for course content as the platform grew past 10,000 students. I also use Excel and Power BI to track enrollment and score data, drawing on my background teaching English grammar and writing at Neuron Plus.

