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Showing posts with label AWS CloudWatch. Show all posts
Showing posts with label AWS CloudWatch. Show all posts
Monday, October 30, 2023
AWS Lambdas are bad ideas for running Memory Intensive Computations
Labels:
AWS CloudWatch,
aws data analytics,
AWS EC2,
AWS Lambda,
AWS S3,
AWS Sagemaker,
AWS Step Functions,
EMR
With over 17 years of experience in the Data Engineering stack across a variety of cloud and on-premises systems, I have successfully delivered more than ten complete business product solutions. My expertise lies in building robust infrastructure and architecture to support data engineering, data analytics, and machine learning processes. These solutions have significantly improved collaboration among cross-functional teams, including data scientists, business analysts, software engineers, and stakeholders.
Key Contributions
Data Modelling and Integration
• Data Modeling: Developed various data models to produce suitable data for business users, data analytics, data science, and data visualization teams.
• Legacy Systems and Cloud Technologies: Integrated legacy systems with modern cloud-based technologies (AWS, Azure, GCP), data lakes, and data warehouses.
• Streamlined Data Pipelines: Built efficient data pipelines, data warehouses, BI reports, and dashboards to streamline data access and insights.
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