Search Engine Evaluator and Internet Assessor
Transcribed and annotated multilingual audio recordings for AI training, focusing on Urdu and English with attention to accent, dialect, and prosodic features. Provided detailed feedback on speech accuracy, pronunciation, intonation, and emotion in varied recording conditions. Applied structured annotation guidelines to evaluate linguistic quality and cultural appropriateness for improved machine learning outcomes. • Managed audio annotation projects under strict quality assurance protocols • Maintained above-benchmark accuracy across demanding, ambiguous content tasks • Self-audited and refined annotation methodology for continuous quality improvement • Evaluated the clarity and naturalness of real-world audio samples for suitability in AI systems