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Bhavyasree Chinthala - Data Engineer in USA, USA

Bhavyasree Chinthala

Mid-level Data Engineer specializing in cloud data pipelines and real-time streaming

PNCSaint Peter's UniversityUSA, USA5 Years ExperienceMid LevelWorks Remote

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About

Data engineer with PNC Bank experience owning high-volume financial transaction pipelines end-to-end (Kafka/REST ingestion through Spark/Glue transformations to Redshift serving) for risk and fraud analytics. Built strong reliability and data quality practices (Great Expectations, reconciliation, Airflow alerting, idempotent retries, incremental/windowed processing), reporting 40% ingestion efficiency gains and ~99.9% data accuracy.

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Key Strengths

  • Owned end-to-end financial transaction data pipeline (batch + streaming) processing millions of records daily
  • Improved ingestion efficiency by 40%
  • Achieved ~99.9% data accuracy for risk/fraud analytics via robust data quality checks and reconciliation
  • Stabilized pipelines by optimizing Spark jobs, adding retries, and modularizing workflows for monitoring
  • Handled schema changes and inconsistent multi-source data with validation layers and early alerting in Airflow
  • Designed incremental/backfill-friendly ingestion using timestamps and partitioning
  • Implemented idempotent reprocessing with exponential backoff retry logic to prevent duplicates
  • Delivered curated data service with performance tuning (SQL optimization, partitioning/indexing) and backward-compatible versioning

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Experience

Data EngineerPNC Bank · Sep 2025 – Present
Data EngineerHCL Technologies · Aug 2022 – Jul 2023
Data AnalystPhonePe · Jul 2020 – Jul 2022

Education

Saint Peter's Universitymaster, Data Science (2025)

Languages

English

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Typically responds within 24 hours

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Bhavyasree ChinthalaMid-level Data Engineer specializing in cloud data pipelines and real-time streaming