Susmitha Reddy
Senior Data Engineer | AWS Certified
- Role
- Senior Data Engineer at Verizon
- Location
- Minneapolis, MN, US
- LinkedIn followers
- 500 followers
About Susmitha Reddy
A professional Data Engineer with experience in application design and big data development space. Extensively involved in developing strategic methods for deploying Big Data technologies to efficiently solve Big Data processing requirements along with strong troubleshooting and problem-solving skills with an analytical mindset. Strong collaborator with excellent communication & story telling skills & expertise in translating business & functional requirements into substantial deliverables. SKILLS:* Languages: Python, SQL, Scala, Spark.* Databases: SQL, PostgreSQL, Microsoft SQL Server, NoSQL (Cassandra, MongoDB), Hive, HDFS.* Cloud: AWS (EC2, S3, Athena, Glue, Redshift, RDS, Lambda functions), Azure (Cosmos DB, Azure Data Lake), GCP.* Machine Learning: Regression, Classification (Logistic Regression, Decision Trees, Random Forest).* Tools: Git, GitHub, Jupyter Notebook, Tableau, Power BI, Excel, Airflow, Docker.
Experience
Senior Data Engineer
Aug 2022 — Present · US
Developed ETL Processes in AWS Glue to migrate data from external sources like S3, ORC/Parquet/Text Files into AWS Redshift resulting in a 18% reduction in development and maintenance time.* Developed and maintained data pipelines/databases/stored procedures in AWS S3, Glue, Redshift and EC2.* Increased accuracy by 12% by using Pyspark to extract, filter, and transform data in data pipelines.* Built ETL pipelines for Incremental and Mini Batch data ingestion for several business use cases using Kafka, Spark, Hive.* Developed and maintained data ingestion and transformation processes using Apache Spark.* Instantiated, designed and maintained CI/CD pipelines to load data in AWS S3 bucket into Hive external tables in HDFS location.* Managed and led a team of 4 data engineers, data scientists & leadership stakeholders to design and implement new data engineering solutions.* Applied engineering best practices in identifying, understanding interpreting, gathering & analyzing the data needs of different internal stakeholders & developing data engineering solutions to support business requirements.
Education
Amrita Vishwa Vidyapeetham
Bachelor of Engineering -Coimbatore, Computer Science
Great Learning
Master of Science - MS, Data Science
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