Akshitha Reddy Email & Phone Number

Moline, Illinois, United States

Gathered requirements for Analysis, Design, Development, testing, and implementation of business rules. Created data pipelines and transformed data to a structure that is relevant to the problem by selecting appropriate techniques. Performed ETL operations for Data cleansing, Filtering, Standardizing, Mapping, and Transforming of Extracted data from multiple sources such as Azure Data Lake, and on-prem SQL DB. Developed Spark applications using PySpark and Spark-SQL for data transformation, and aggregation from multiple file formats for analyzing & transforming the data to uncover insights into the customer usage patterns. Worked on predicting the cluster size, monitoring, and troubleshooting the Spark data bricks cluster.

Washington, United States

Built ETL pipeline for data ingestion, data transformation, and data validation on cloud service AWS, working along with data steward under data compliance. Worked on scheduling and validating all jobs with Airflow scripts using Python and added different tasks to directed acyclic graph and dependencies between the tasks using Lambda. Developed Python scripts to manage AWS resources from API calls using BOTO3 SDK and worked with AWS CLI. Worked on extracting and filtering the data in data pipelines using PySpark and transformed the data pipelines. Monitored the servers using CloudWatch, and stored and retrieved the data extracted from the workflows.

Virginia, United States

Designed and developed multiple applications in Spark using Python. Created and selected the virtual warehouses in Snowflake based on the query load performance. Designed and developed Scala workflows for data pull from cloud-based systems and applying transformationson it. Implemented Apache-Spark code to read multiple tables from the real-time records and filter the data based on the requirement. Used Spark-Streaming APIs to perform necessary transformations and actions on the data got from Kafka.

New York, United States

Worked on AWS Data pipeline to configure data loads from S3 to Redshift. Used AWS Redshift, extracted, transformed, and loaded data from various heterogeneous data sources anddestinations. Created functions and assigned roles in AWS Lambda to run Python Scripts, and AWS Lambda using Java to perform event-driven processing. Created Lambda jobs and configured Roles using AWS CLI.

Hyderabad, Telangana, India

Worked on managing and reviewing the Hadoop log files. Transformed the data from online transaction processing to online analytical processing, a thorough ETL design was developed. Worked on documentation like including a Source-to-Target Data Mapping Document, a Set of Unit Test Cases, and a Set of Data Migration Documents.