Priyanka S
SDE 2 at Microsoft
- Role
- Data Engineer 2 & Mlops at Microsoft
- Location
- Redmond, WA, US
- LinkedIn followers
- 500 followers
About Priyanka S
Software Engineer, with proven expertise in Spark, Scala, Python, Pandas, Hadoop, Azure data factory, Azure data lake, Azure data bricks, data warehousing, purview, synapse, machine learning studio.Experience in the complete lifecycle of a data pipeline which includes data ingestion, wrangling, mining, governance and visualization. Other skills include building data products, observability, API services, SAS programming, Tableau, SQL,Powershell, Regression & Clustering, Log Analysis, Text Analysis, business analysis and product improvement, decision making and story telling.
Experience
Data Engineer 2 & Mlops
Jun 2022 — Present
Az Enterprise DataLake - Developed data products - Enhanced pipeline management and ensured data quality and governance- Designed and optimized end-to-end data pipelines, and developed core utilities in Azure DataLake to detect and correct data anomalies, automated maintenance tasks - Designed and implemented vacuum pipelines saved TBs of storage and cleaned up unused directories- Streamlining client onboarding- Automated alerting framework for pipeline and DQ check failures, missed SLAs.MLOps - Automated CI/CD pipelines for ML models- Built ML resource allocation tools for internal and external clients.
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