Hrishi Reddy
Turning Data Pipelines into Innovation Streams | On a Mission to Build Smarter AI Systems
- Role
- Data Engineer at Paramount
- Location
- Dallas-Fort Worth, TX, US
- LinkedIn followers
- 500 followers
About Hrishi Reddy
Experienced Data Professional with strong Problem solving, Debugging, and Analytical…
Experience
Data Engineer
Jul 2023 — Present
Designed and orchestrated end-to-end data workflows using Cloud Composer (Apache Airflow) to automate daily batch and streaming jobs, improving pipeline reliability and reducing manual interventions by 40%. Collaborated with database teams to model incoming datasets and optimize complex SQL queries, improving query performance by 40% and supporting marketing analytics pipelines processing millions of customer records. Created containerized microservices with Docker and orchestrated workloads via Kubernetes on GKE (Google Kubernetes Engine), delivering highly available data services supporting marketing analytics. Designed and deployed multi-tier applications on GCP using Compute Engine, Cloud Storage, Cloud SQL ensuring 99.9% uptime, high availability, and fault tolerance for systems handling over 500K daily marketing transactions. Developed and maintained ETL pipelines with Cloud Dataflow, migrating and transforming 3TB+ of campaign data from external sources (Cloud Storage, ORC/Parquet/Text Files) into BigQuery, improving data processing speeds by 35%. Developed DAGs in Apache Airflow managed via Cloud Composer to schedule and monitor ETL pipelines, ensuring seamless data ingestion and transformation into BigQuery with optimized dependency handling. Implemented error handling and alerting within Airflow DAGs to proactively detect pipeline failures, reducing downtime by 30% and accelerating issue resolution. Led code reviews, unit testing, and CI/CD deployment for production pipelines, improving release cycles by 25% and ensuring data quality, security, and governance standards for marketing datasets.
Education
Jawaharlal Nehru Technological University
Bachelor of Technology - BTech
University of Alabama at Birmingham
Master of Science - MS
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