Karthik Reddy
Data Engineer
- Role
- Data Engineer at Walmart
- Location
- Dayton, OH, US
- LinkedIn followers
- 500 followers
About Karthik Reddy
Data Engineer with experience in designing, building, and optimizing scalable data…
Experience
Data Engineer
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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