
Results-driven analyst with extensive experience at Innodata Pvt Ltd, specializing in quality auditing and error analysis. Proven track record in enhancing AI model training through meticulous data annotation and performance feedback. Skilled in predictive analytics and effective communication, consistently delivering actionable insights to optimize team performance and ensure compliance with project standards.
Conducted end-to-end quality audits on large-scale AI/LLM data annotation tasks, ensuring accuracy, consistency, and strict compliance with project standards.
• Performed detailed error analysis and delivered clear, actionable feedback to analysts to reduce deviation rates and improve overall output quality.
• Led shadow sessions and guideline walkthroughs for new and existing team members to standardize task execution and strengthen understanding of complex instructions.
• Reviewed training data for contextual correctness, relevance, and guideline alignment to ensure model-ready datasets.
• Maintained high discretion while handling sensitive/explicit content, ensuring protocol adherence and secure workflow operations.
• Collaborated with QA leads and project managers to refine benchmarks, enhance feedback loops, and optimize team-wide performance.