Sharon christina
@sharonchristina
Detail-oriented Data Associate and Subject Matter Expert improving data quality and performance metrics.
What I'm looking for
I’m a Detail-oriented Data Associate and Subject Matter Expert with experience at Amazon, where I specialize in quality analysis, computer vision data validation, and performance metrics. I consistently maintain high accuracy standards (above 99.5%) while meeting strict turnaround times.
At Amazon, I led a team of 7–8 members and improved team accuracy performance to 99.6%, reaching a P1 percentile ranking. I monitored daily workflows, optimized operational processes, supported team productivity, and published performance reports (accuracy, takt time, productivity metrics) for stakeholders.
I also worked hands-on as a Machine Learning Data Associate, reviewing and validating computer vision predictions to improve inventory data quality. I identified defects in machine learning predictions, escalated quality issues, and generated leadership-ready accuracy and takt metrics—earning Standing Ovation and White Knights (Legend) recognition, along with a Six Sigma Yellow Belt certification.
Experience
Work history, roles, and key accomplishments
Machine Learning Data Associate
Reviewed and validated computer vision predictions to improve inventory data quality, maintaining decision accuracy above 99.5% while meeting strict turnaround times. Identified defects in model predictions, escalated quality issues, and generated accuracy and takt metrics reports for leadership review.
Subject Matter Expert (SME)
Led a team of 7–8 members, improving team accuracy to 99.6% and achieving P1 percentile ranking. Monitored daily workflows, optimized operational processes, and published accuracy, takt time, and productivity reports for stakeholders.
Education
Degrees, certifications, and relevant coursework
MEC (JNTUK)
Bachelor of Technology (B.Tech)
Earned a Bachelor of Technology (B.Tech) at MEC under JNTUK in Andhra Pradesh, India in 2018.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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