I've evaluated AI-generated spoken and written English at Populi AI and Outlier, delivering rubric-based feedback that improves accuracy, fluency, naturalness, and LLM performance.
At DataAnnotationTech, I labeled audio, text, and image datasets for NLP, computer vision, and speech models, using CVAT, Labelbox, transcription, sentiment analysis, and structured JSON delivery. I also create fiction, poetry, essays, and regional-language content at Mindrift to expand AI training datasets.
My work combines careful audio evaluation, accent recognition, dialect analysis, prompt engineering, and quality review with an academic foundation in Economics and Business Administration.
