Since 2018, I’ve assessed written and reasoned work against detailed briefs and rubrics across business, marketing, law, literature, finance, and health communication. I identify gaps in logic, accuracy, and clarity, then correct or rewrite responses to improve them.
As a freelance subject-matter expert and academic writing and evaluation consultant, I deliver structured explanations to APA and Harvard standards and incorporate feedback across revision rounds. I also provide guidance on Power BI dashboards, GA4 data interpretation, and Simul8 simulation modelling.

