Nenba Barret

I am a Bilingual (English–French) AI Trainer and Linguistic Specialist with deep expertise in evaluating, annotating, and refining multimodal AI content across video, audio, image, text, and voice. With more than 700+ AI training projects completed, I specialize in high‑precision, human‑led annotation that teaches models to understand pronunciation, tone, prosody, emotional expression, cultural nuance, and real‑world communication patterns.

My bilingual mastery in French and English allows me to deliver culturally grounded, bias‑aware datasets that strengthen the accuracy, fairness, and global relevance of AI systems. I work with industry‑standard tools such as Label Studio, CVAT, Audacity, and custom annotation platforms to produce clean, structured, and ethically validated data.

I combine linguistic rigor with a background in business analysis, enabling me to bring strategic clarity, workflow optimization, and operational efficiency to complex AI projects. 

My services include:

• French–English data annotation (text, audio, video, image)

• Translation, transcription, and subtitling for AI training

• Ethical data validation & bias‑aware dataset refinement

• Protocol development for multilingual annotation workflows

• Quality assurance for NLP, speech recognition, and multimodal AI models

I use structured analysis, critical thinking, and cross‑cultural insight to solve problems, align remote teams, and support high‑impact research. My mission is to contribute to responsible, human‑centered AI that reflects global diversity and drives legacy‑building innovation.