Abushama Siddiqui
@abushamasiddiqui
Data Engineer building AWS ETL/ELT pipelines that cut processing time and ensure data quality.
IndiaWhat I'm looking for
I’m a Data Engineer with 3+ years of experience building and optimizing end-to-end data pipelines, data ingestion frameworks, and AWS-based data infrastructure. At TransUnion, I designed, optimized, and maintained production ETL pipelines processing 1TB+ of data monthly, using Python and SQL with AWS services like S3, EC2, and Redshift.
I’ve delivered measurable impact by reducing ETL processing times by 50–70% through workflow optimization, automating data ingestion/validation/transformation, and strengthening reliability with monitoring, logging, and data quality controls. I’m especially motivated by startup environments where I can own data pipelines end-to-end—from ingestion to delivery.
Experience
Work history, roles, and key accomplishments
Designed, optimized, and maintained end-to-end ETL pipelines processing 1TB+ of data monthly across production platforms. Reduced ETL processing times by 50–70% by optimizing workflows and improving monitoring, data quality controls, and automation from ingestion through delivery.
Machine Learning Intern
Knowledge Solutions India
Sep 2021 - Nov 2021 (2 months)
Performed data preprocessing, feature engineering, and model evaluation on structured datasets. Supported integration of analytical workflows into production-oriented data pipelines.
Education
Degrees, certifications, and relevant coursework
University of Mumbai
Bachelor of Engineering, Mechatronics
Bachelor of Engineering in Mechatronics from the University of Mumbai, completed in 2021.
Availability
Location
IndiaAuthorized to work in
Job categories
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