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Davide Gallitelli

PROFILE

Davide Gallitelli

Davide Gallitelli developed and documented an end-to-end SageMaker deployment workflow for the aws-samples/sagemaker-genai-hosting-examples repository, focusing on deploying the SmolLM3-3B model with DJL-inference. He created a comprehensive tutorial, including a Dockerfile and Jupyter notebook, to streamline model deployment and testing on AWS SageMaker. Davide also enhanced notebook visualization by embedding image attachments, improving clarity for onboarding and demonstrations. In the strands-agents/sdk-python repository, he integrated Amazon SageMaker AI Endpoints as a model provider, adding a new class, dependencies, and thorough unit and integration tests. His work leveraged Python, Docker, and Boto3, deepening deployment and testing coverage.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

3Total
Bugs
0
Commits
3
Features
3
Lines of code
1,552
Activity Months1

Work History

July 2025

3 Commits • 3 Features

Jul 1, 2025

July 2025 monthly summary for developer work across two repositories. Delivered end-to-end SageMaker deployment tutorial for SmolLM3-3B with DJL-inference, enhanced notebook visualization, and SDK integration for SageMaker AI endpoints. No documented major bug fixes this month. Business impact: accelerates model deployment and testing workflows, expands model deployment options, and improves developer onboarding and testing coverage.

Activity

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Quality Metrics

Correctness93.4%
Maintainability93.4%
Architecture86.6%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

DockerfileJSONPythonShell

Technical Skills

API IntegrationAWSAWS SageMakerBoto3DockerDocumentationMachine Learning DeploymentPythonSDK DevelopmentSageMakerShell ScriptingTesting

Repositories Contributed To

2 repos

Overview of all repositories you've contributed to across your timeline

aws-samples/sagemaker-genai-hosting-examples

Jul 2025 Jul 2025
1 Month active

Languages Used

DockerfileJSONPythonShell

Technical Skills

AWS SageMakerDockerDocumentationMachine Learning DeploymentPythonShell Scripting

strands-agents/sdk-python

Jul 2025 Jul 2025
1 Month active

Languages Used

JSONPython

Technical Skills

API IntegrationAWSBoto3PythonSDK DevelopmentSageMaker

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