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Swathi Bonakurthi

@swathibonakurthi

Message

I support Amazon AI/ML workflows through accurate data validation, annotation, and quality analysis.

India

Message

What I'm looking for

I'm looking to continue supporting AI/ML workflows where I can apply Python, data validation, quality analysis, and troubleshooting while growing in a collaborative, fast-paced environment.

At Amazon, I support machine learning pipelines by ensuring dataset accuracy, consistency, and quality for model training and evaluation. I perform data annotation, validation, error analysis, and troubleshooting while managing multiple workflows against SLAs and quality benchmarks.

I've also built a C-based image-processing error detection technique that improved filtering accuracy by approximately 20%, and a Python-based smart health monitoring system using sensors and data visualization.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Data Associate

Current

Amazon

Jul 2024 - Present (2 years 1 month)

Supported machine learning pipelines by ensuring data accuracy, consistency, and quality for model training and evaluation. Performed data annotation, validation, and error analysis to improve AI/ML model performance.

Python Machine Learning Data Annotation Data Validation Microsoft Word Outlook