Swetha Ganesh

Key Skills

Software

Micro1

Mercor

Top Subject Matter

AI Voice and Audio Data Evaluation

AI Voice Output Assessment

AI Voice and TTS Data Validation

Top Data Types

Audio

Text

Document

Top Task Types

Text Generation

RLHF

Evaluation Rating

Red Teaming

Freelancer Overview

Audio and language operations professional with hands-on experience in multilingual audio review, AI model evaluation, dubbing coordination, and voice output validation. Experienced in identifying pronunciation errors, detecting clarity issues, and supporting structured quality checks across broadcast, OTT, and AI-driven voice workflows. Skilled at maintaining consistency across large task batches and delivering reliable feedback in remote, compliance-driven environments.

Labeling Experience

AI Trainer — micro1

Micro1Audio

As an AI Trainer at micro1, I performed structured AI model training and evaluation on multilingual audio data. I reviewed audio outputs for quality and compliance with project standards. My responsibilities included supporting model accuracy and improvement processes under detailed guidelines. • Conducted repeated evaluation tasks for consistent results. • Delivered precise feedback to improve AI voice models. • Ensured outputs adhered to linguistic and technical requirements. • Collaborated remotely using internal/proprietary tooling.

As an AI Trainer at micro1, I performed structured AI model training and evaluation on multilingual audio data. I reviewed audio outputs for quality and compliance with project standards. My responsibilities included supporting model accuracy and improvement processes under detailed guidelines. • Conducted repeated evaluation tasks for consistent results. • Delivered precise feedback to improve AI voice models. • Ensured outputs adhered to linguistic and technical requirements. • Collaborated remotely using internal/proprietary tooling.

2026 - Present

Language Consultant & Localization Specialist — Freelance / Contract

Audio

As a Language Consultant & Localization Specialist, I reviewed and validated multilingual voice outputs for AI and TTS applications. I provided structured feedback on pronunciation, naturalness, and linguistic accuracy of audio content. My work involved supporting large-scale multilingual AI voice workflows for improved output quality. • Ensured high-quality standards in multilingual audio labeling. • Validated and rated translated scripts for correctness. • Played a pivotal role in AI voice and TTS evaluation cycles. • Used a professional home studio setup and internal tools.

As a Language Consultant & Localization Specialist, I reviewed and validated multilingual voice outputs for AI and TTS applications. I provided structured feedback on pronunciation, naturalness, and linguistic accuracy of audio content. My work involved supporting large-scale multilingual AI voice workflows for improved output quality. • Ensured high-quality standards in multilingual audio labeling. • Validated and rated translated scripts for correctness. • Played a pivotal role in AI voice and TTS evaluation cycles. • Used a professional home studio setup and internal tools.

2020 - Present

Voice Actor – Telugu & Tamil (Contractor) — Mercor.io Corporation

MercorAudio

As a Voice Actor (Contractor) for Mercor.io, I reviewed AI-generated voice outputs for pronunciation accuracy and clarity. I identified and documented articulation and naturalness issues within multilingual audio recordings. My work was guided by structured review guidelines and strict quality metrics. • Evaluated and annotated errors in AI voice outputs. • Provided clear feedback for model improvements. • Followed standardized procedures for data review. • Delivered quality insights remotely using Mercor's tools.

As a Voice Actor (Contractor) for Mercor.io, I reviewed AI-generated voice outputs for pronunciation accuracy and clarity. I identified and documented articulation and naturalness issues within multilingual audio recordings. My work was guided by structured review guidelines and strict quality metrics. • Evaluated and annotated errors in AI voice outputs. • Provided clear feedback for model improvements. • Followed standardized procedures for data review. • Delivered quality insights remotely using Mercor's tools.

2025 - 2025

Education

Work History