Likitha G
Cloud Data Engineer | AWS, Airflow, Spark, Kafka | Delivering Scalable Pipelines & Business Insights
- Role
- Aws Data Engineer at Niha Technologies Inc
- Location
- Omaha, NE, US
- LinkedIn followers
- 500 followers
About Likitha G
Data Engineer with 5+ years of experience in building scalable data pipelines, cloud data…
Experience
Aws Data Engineer
Dec 2024 — Present · Charlotte, NC, US
Designed and deployed high-performance ETL pipelines using AWS Glue, Step Functions, Lambda, Databricks, and PySpark, improving processing efficiency and reducing cloud costs by 30%.* Integrated Kafka and Airflow for real-time data orchestration and built secure data lakes across AWS and Azure for cross-platform analytics.* Engineered ML pipelines in Databricks and Kubeflow for fraud detection and document classification using TensorFlow, PyTorch, and NLP tools (SpaCy, NLTK).* Automated infrastructure with Terraform, Docker, Kubernetes, CloudFormation, and CI/CD pipelines via Jenkins, Bitbucket, and GitHub for scalable MLOps deployment.* Developed advanced dashboards using Tableau, Power BI, Kibana, and integrated REST APIs with audit logs using AWS SQS/SNS and CloudWatch to ensure GDPR/CCPA compliance.* Partnered with compliance and security teams to implement data anonymization and PII masking across Snowflake, improving regulatory alignment by 50%.* Mentored 4 junior engineers, conducted code reviews, and led Agile ceremonies to foster DevOps maturity and code quality.
Education
University of North Carolina at Charlotte
Master of Science - MS
2023 — 2025
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