chetan kumar reddy
@chetankumarreddy
AWS Data Engineer focused on scalable ETL pipelines and business-ready data intelligence.
What I'm looking for
I’m a data engineer with 5+ years of big data experience, combining deep technical understanding of the SDLC with strong data analysis skills to deliver high-quality business intelligence. My goal is to build reliable, scalable data solutions in the cloud while using my technical and customer-focused mindset to drive exceptional outcomes.
In recent roles, I’ve built and optimized AWS-based ingestion and ETL frameworks using services like S3, Glue, Lambda, EMR, Athena, and Redshift. I orchestrate end-to-end pipelines with Step Functions and Apache Airflow (DAGs), while improving data accuracy through validation, audits, and automated error-checking that reduces operational inefficiencies and report generation time.
I also design data flows from diverse sources (FTP servers, S3, Redshift) and develop transformations with Python, PySpark, and Spark SQL, including performance tuning for Spark jobs. Across projects like supply chain efficiency and marketing-driven insights, my work has supported faster reporting, improved data integrity, and measurable increases in operational efficiency and quarterly revenue.
Experience
Work history, roles, and key accomplishments
Data Engineer
Minfy Technologies
Jul 2025 - Mar 2026 (8 months)
Built AWS-based batch data ingestion and scalable ETL pipelines for a healthcare data platform, leveraging S3, Glue, EMR, Athena, Redshift, Lambda, Step Functions, and PySpark/Spark. Orchestrated end-to-end workflows with Airflow DAGs and optimized Spark jobs to improve performance and reliability.
Data Engineer
Selinis Software Pvt Ltd
Jun 2022 - Jul 2025 (3 years 1 month)
Developed AWS data ingestion, transformation, and data lake pipelines for Comcast Corporation client initiatives using S3, EMR, Databricks, and PySpark/Spark SQL. Designed Redshift schemas and automated batch workflows with AWS Data Pipelines, Step Functions, Lambda, and EC2 to improve reporting speed and data consistency.
Software Engineer
K12 Techno Services Pvt Ltd
Apr 2021 - May 2022 (1 year 1 month)
Worked on big data pipelines using Hadoop ecosystem components, managing HDFS ingestion and incremental data loads from RDBMS into HDFS with Sqoop. Authored Hive dimension/fact queries and processed data with Spark-Scala while supporting query optimization and ETL automation via Oozie.
Education
Degrees, certifications, and relevant coursework
Sri Krishnadevaraya University
Bachelor of Commerce (Computers), Computers
Completed a B.Com (Computers) degree at Sri Krishnadevaraya University.
Availability
Location
Authorized to work in
Job categories
Skills
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