At Straive, I support music-focused machine learning projects through Preference Data Gathering and Rich Text Annotation. I also perform quality reviews and supported User Acceptance Testing for Audio Annotation Studio.
I’ve trained candidates across India, the Philippines, and Nicaragua, and conducted candidate interviews and quality evaluations. I’ve also designed training materials and assessments, supported certification, and maintained operating procedures.
Alongside my AI data operations work, I produce award-winning original music and collaborate with artists across multiple continents. I also teach music and mentor learners from diverse cultural backgrounds.

