Agastheeswaran Boominathan
Machine Learning Data Engineer @ Amazon | Python & SQL | Large-scale data validation for ML systems
- Role
- Machine Learning Data Engineer at Amazon
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Agastheeswaran Boominathan
Data Engineer with hands-on experience designing, building, and maintaining scalable data pipelines using Python and SQL. Experienced in data ingestion, transformation, validation, and quality checks across large datasets. Worked with AWS and GCP to support cloud-based data processing and storage systems. Strong focus on automation, monitoring, and reliability of data workflows. Collaborates effectively with engineers and analysts to deliver analytics-ready data for reporting and machine learning use cases
Experience
Machine Learning Data Engineer
Nov 2024 — Present · Bengaluru, IN
Developed scalable and fault-tolerant data pipelines using Python and SQL to support business reporting and analytics use cases.*Implemented cloud-native data solutions on AWS/GCP, leveraging managed services for storage and processing.*Ensured data integrity, consistency, and availability through validation frameworks and monitoring alerts.*Improved pipeline performance and reduced latency through query optimization and efficient data modelling.*Worked in an Agile environment, contributing to sprint planning, code reviews, and production deployments.
Education
Infant Jesus Matriculation Higher Secondary School
10
Sri Krishna College of Technology
Bachelor of Engineering - BE, Computer Science
Infant Jesus Matriculation Higher Secondary School deva
12
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