At MERCOR, I perform music annotation and structured evaluation of audio for AI training workflows. I apply detailed criteria to label musical characteristics, review annotations for consistency, and contribute human feedback for dataset improvement and model evaluation.
Previously, at MICRO1, I evaluated and annotated audio for AI-powered systems, validated datasets, and provided structured quality assessments. My work also includes podcast production at KUKU FM and POCKET FM, and broadcast audio production at RADIO ONE 94.3 FM and RADIO MIRCHI.
At SAPTHAA RECORDS, I mixed Dolby Atmos projects including Kho Kho and Nayattu. I also worked on music production, editing, mixing, mastering, and sound design at AUDIOKRAFT STUDIO, and received the Karnataka International Music Academy Best Mixing & Mastering Award in 2017.

