Ajay Kumar
Data Science & AI/ML Engineer | Generative AI | LLMs | MLOps | Intelligent Agents
- Role
- Gcp Senior Data Engineer at Dell Technologies
- Location
- Austin, TX, US
- LinkedIn followers
- 500 followers
About Ajay Kumar
I’m a Generative AI & Machine Learning Engineer with 7+ years of experience designing…
Experience
Gcp Senior Data Engineer
Oct 2022 — Present · US
Designed and implemented data pipelines and data warehouses using BigQuery, Dataflow, and Dataproc on GCP. Converted ETL jobs from Informatica and Talend into Dataflow and Dataproc, migrating them into CI/CD pipelines. Built and optimized data lakes for large-scale data storage and processing, ensuring efficient data retrieval and analytics. Developed data integration and data extraction solutions using IBM DataStage and BigQuery. Utilized Linux/Unix shell scripting and SQL for data processing, transformation, and automation. Worked in an Agile environment, participating in sprint planning, daily stand-ups, and retrospectives to deliver high-quality data solutions. Troubleshoot and resolve complex technical problems, improving system performance and reliability. Developed a custom Python script to automate the ingestion of real-time data streams into Snowflake, improving data availability and reducing manual effort. Implemented AWS CloudWatch for monitoring and optimizing data pipelines and workflows. Worked with Azure Machine Learning (ML) to operationalize machine learning models and integrate them into data pipelines. Coordinated with engineering teams to deploy and manage BI solutions, ensuring seamless integration with existing systems.
Education
University of New Haven
Master's degree
2021 — 2023
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