About Me

I’m a Data Engineer with 4+ years of experience building and optimizing cloud-native data pipelines in finance and healthcare. I design high-performance data platforms that enable analytics, machine learning, and real-time insights. I specialize in transforming large-scale datasets into reliable, actionable solutions that reduce latency, improve decision-making, and unlock measurable business value.

Core Capabilities

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    Cloud & Scalable Data Pipelines

    Designed and deployed high-throughput, reliable batch pipelines with Azure Data Factory, Databricks, Cloud Dataflow, and ADLS, powering efficient analytics and data processing.

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    Streaming & Real-Time Data

    Built scalable, low-latency streaming pipelines using EventHub and Databricks, delivering real-time insights and actionable data for critical business decisions.

Professional Background

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Education

  1. University of North Texas — Denton, TX, USA

    Master of Science in Computer Science (GPA: 3.92/4.0) • Aug 2023 – May 2025

    Relevant Coursework: Analysis of Algorithms, Big Data & Data Science, Machine Learning, and Data Visualization. Gained hands-on experience with scalable data pipelines, predictive modeling, and cloud-based analytics solutions.

  2. Jawaharlal Nehru Technological University Kakinada — Andhra Pradesh, India

    Bachelor of Technology in Computer Science and Engineering (GPA: 3.78/4.0) • Jul 2015 – May 2019

    Core courses in Data Structures, Database Systems, and Software Engineering, providing a strong foundation in programming and system design.

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Experience

  1. Associate Data Engineer — Tata Consultancy Services (Client: Bank of America) • Dallas, TX

    Jul 2021 – Aug 2023
    • Designed and implemented pipelines using Azure Data Factory, Databricks, ADLS, and EventHub, ingesting 4TB+ daily data and reducing latency by 50%.
    • Standardized batch/streaming feeds with ACID compliance, improving data reliability by 40% for reporting and ML pipelines.
    • Optimized Synapse SQL with partitioning, indexing, and materialized views; automated with Azure Functions to improve query performance by 45%.
    • Built a real-time fraud detection platform on Azure ML and AKS, detecting 32% more anomalies and securing 10M+ daily transactions.
    • Set up monitoring with Azure Monitor, Log Analytics, and App Insights, reducing resolution time by 40% and improving uptime to 99.9%.
    • Governed CI/CD and compliance frameworks using Azure Purview, DevOps, and RBAC, shortening deployment cycles by 40%.
    • Delivered Power BI dashboards linked to Azure SQL and ADX, generating $5M+ efficiency gains and empowering Finance/Risk teams with real-time insights.

  2. Data Engineer — Northern Trust • Chicago, IL

    Sep 2019 – Jun 2021
    • Built and orchestrated 20+ ETL pipelines with Cloud Dataflow, processing 60M+ transactional records and improving throughput by 30%.
    • Led migration of 5TB+ Hadoop workflows to BigQuery with automated validation in Python/Unix, improving consistency and reducing reconciliation effort.
    • Developed Tableau dashboards integrated with Cloud Composer DAGs, reducing job failure rates by 35% and enabling near real-time insights.
    • Enhanced semi-structured data ingestion by configuring Cassandra as a buffer, increasing throughput by 20% and reducing ETL effort.
    • Standardized SQL models and reusable workflows, improving query efficiency and enabling self-service analytics for business stakeholders.

Skills

Programming & Tools
  • SQL (SQL Server, MySQL)
  • Python (Pandas, NumPy, Scikit-learn)
  • Git
  • Excel (PivotTables, Macros)
Visualization & BI
  • Power BI (DAX, Power Query)
  • Tableau
  • Excel Dashboards
Cloud & Databases
  • AWS (S3, Glue, Athena, Lambda, RDS)
  • Snowflake
  • Data Warehousing
  • Data Modelling
  • ETL Automation
  • Real-time Integration
Data & ML Techniques
  • ETL, EDA
  • KPI Reporting
  • A/B Testing
  • Data Transformation
  • Supervised ML Models
Productivity & Collaboration
  • Jira
  • Confluence
  • Microsoft Teams
  • SharePoint
  • Slack
  • MS Office Suite
Soft Skills
  • Analytical Thinking
  • Cross-Functional Collaboration
  • Stakeholder Communication
  • Documentation

Contact

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