Karthik Reddy

Data Engineer

Role
Data Engineer at Walmart
Location
Dayton, OH, US
LinkedIn followers
500 followers
Information TechnologyView LinkedIn profile

About Karthik Reddy

Data Engineer with experience in designing, building, and optimizing scalable data…

Experience

  1. Data Engineer

    Walmart

    Jan 2024 — Present

    Designed and developed scalable ETL pipelines using Apache Spark, Databricks, and Azure Data Factory, processing 5TB+ of data daily with 40% reduced latency.• Developed CI/CD pipelines for data workflows using Azure DevOps, Terraform, and GitHub Actions, reducing deployment time by 60%.• Collaborated with data science teams to deploy machine learning models within production data pipelines, boosting the accuracy and effectiveness of predictive analytics.• Developed Python-based RESTful APIs for seamless data access and reporting, improving data accessibility for stakeholders.• Applied PCA and other feature engineering strategies to reduce dimensionality, implemented feature scaling, and handled categorical variables using one-hot encoding from the Scikit-learn library.• Optimized database performance using MySQL Workbench and Birst, reducing query execution times by 25% and speeding up report generation by 20%.

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Karthik Reddy — Data Engineer at Walmart in Dayton, OH, US | Unifers