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Shradha Dubey

@shradhadubey

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Big Data Engineer with 6+ years building scalable AWS data architectures and efficient ETL pipelines.

India

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What I'm looking for

I seek roles building scalable cloud data platforms (AWS) with emphasis on ETL/ELT automation, cost optimization, data governance, and cross-functional collaboration.

I am a Big Data Engineer with over six years of experience designing and optimizing scalable data solutions across AWS and big data ecosystems. I specialize in building automated ELT/ETL pipelines using AWS Glue, Lambda, Redshift, and serverless patterns to improve performance and reduce costs.

At Rocket Mortgage and Melius Infotech I led cloud migrations, implemented data governance, and optimized data lakes and processing using EMR, Spark, Hadoop, and Kafka, delivering measurable improvements in query efficiency and cost savings. I have a strong track record of enabling real-time insights and ensuring data integrity across large-scale datasets.

I hold an MS in Information Management & Data Science and AWS certifications, and I bring a collaborative, results-driven approach to architecting cloud-based data platforms that empower data-driven decision-making.

Experience

Work history, roles, and key accomplishments

Current

AWS Data Engineer

Current

Melius Infotech

Jan 2025 - Present (11 months)

Designed and implemented scalable AWS architectures and serverless data processing solutions, developing automated ELT pipelines that improved ingestion and transformation efficiency while enforcing IAM security best practices.

AWS Glue Lambda Step Functions S3 Redshift Python ETL IAM Serverless

Big Data Engineer

Rocket Mortgage

Jun 2021 - Sep 2024 (3 years 3 months)

Built AWS-based data pipelines and optimized data lake storage and query performance, reducing processing time by 15% and storage costs by 20% while implementing data models and governance to improve query efficiency by 25%.

Glue S3 Redshift Spark Data Modeling ETL Data Governance Performance Optimization

Associate Big Data Engineer

Rocket Mortgage

Dec 2019 - Jun 2021 (1 year 6 months)

Led migration of legacy systems to AWS, integrated CI/CD deployments for IaC, and optimized ETL and distributed processing with Spark/Hadoop to improve processing performance by ~20% and reduce manual intervention by 30%.

AWS Spark Hadoop ETL CI CD IaC Data Ingestion Automation

Data Analyst Intern

Quicken Loans

Jun 2019 - Dec 2019 (6 months)

Performed analysis on large datasets and built Tableau dashboards and SQL queries that reduced operational cost by 10% and decreased report generation time by 25%.

SQL Tableau Data Analysis Reporting Dashboarding Performance Optimization Ad Hoc Reporting

Education

Degrees, certifications, and relevant coursework

Syracuse University

Master of Science, Information Management & Data Science

Grade: 3.56

Master of Science in Information Management & Data Science with coursework in data analytics, data mining, data modeling, database management, and information visualization.

Devi Ahilya Vishwavidyalaya (DAVV)

Postgraduate Diploma, Computer Application

Grade: 3.50

Postgraduate Diploma in Computer Application covering system analysis and design, web designing, internet & e-commerce, and programming (HTML, CSS, C#, C++).