Srilakshmi Ravipati
Data Engineer @KPMG US
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WORK HISTORY
Data Engineer @KPMG US
MO, US
Key accomplishments include:*Real-Time Data Pipelines: Designed and deployed Kafka, Flink, and Spark Structured Streaming pipelines to process daily banking transactions with <200ms latency, enabling proactive fraud and AML monitoring.*Data Lakehouse Architecture: Implemented a scalable Databricks + Delta Lake + Snowflake ecosystem to unify regulatory reporting, fraud analytics, and risk aggregation.*ETL Frameworks: Built robust Python (pandas, PySpark, SQLAlchemy) frameworks to migrate legacy mainframe systems into modern cloud-native platforms.*Regulatory Reporting: Developed dbt models for Basel IV & XBRL transformations, automating reporting with 99.5%+ accuracy and reducing manual effort by 70%.*Data Governance & Quality: Established governance using Apache Atlas & Collibra, achieving 100% dataset coverage for audit readiness. Implemented Monte Carlo & Great Expectations frameworks to maintain 99%+ SLA compliance.
EDUCATION
University of Central Missouri
Masters in computer science
Vel Tech Rangarajan Dr. Sagunthala R & D Institute of Science & Technology, Chennai
Bachelors of computer science and Engineering
ABOUT SRILAKSHMI RAVIPATI
I’m Srilakshmi, a Data Engineer with 3+ years of experience designing, building, and…
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