Davide Gallitelli

Senior Specialist Solutions Architect

Generative AI & Machine Learning

Senior AI/ML leader with 7+ years at AWS, driving global adoption of Generative AI and Agentic AI solutions. Recognized for translating complex business challenges into innovative, high-impact solutions through strategic go-to-market initiatives and thought leadership.

7+ Years at AWS
100+ ML Mentees
30+ Technical Publications
100+ Enterprise Customers
1000+ Developers Reached
Get In Touch Download CV
Davide Gallitelli

Skills

AI & Machine Learning

Generative AI Architecture Agentic AI Machine Learning MLOps Model Deployment AutoML

AWS Services

Amazon SageMaker AI Amazon Bedrock AWS Lambda Amazon S3 Amazon EC2 AWS CloudFormation

Programming & Tools

Python JavaScript SQL Docker Kubernetes Git

Leadership & Strategy

GTM Strategy Public Speaking Community Leadership Technical Evangelism Product Strategy Thought Leadership

Professional Experience

Senior Specialist Solutions Architect GenAI/ML - ASEAN

Amazon Web Services 🇸🇬 Singapore

Feb 2026 - Present

Regional Leadership: Leading GenAI/ML initiatives across the ASEAN region, driving adoption of generative AI and agentic AI solutions for enterprise customers in Southeast Asia.

Market Expansion: Establishing go-to-market strategies tailored to ASEAN markets, working with local teams to accelerate AI/ML adoption across diverse industries and regulatory environments.

ASEAN Leadership Regional GTM Market Expansion

Senior Specialist Solutions Architect - Worldwide SageMaker AI

Amazon Web Services 🇧🇪 Brussels

Apr 2023 - Feb 2026

Global Go-To-Market Leadership: Owned the worldwide Go-To-Market (GTM) motion for Agentic AI on Amazon SageMaker, driving global strategy and contributing to the product roadmap with customer feedback and open-source frameworks.

Community Leadership: Led a community of 100 Low-Code/No-Code ML Champions worldwide, supporting global opportunities. Worked with the Service Team for Amazon SageMaker Canvas, AWS's top LCNC ML tool, on prioritizing items for the product roadmap.

Content Creation & Thought Leadership: Created four public-facing workshops and authored dozens of AWS ML blogs, advancing thought leadership and community adoption globally.

Enterprise Solutions: Architected complex AI-driven solutions for top AWS customers worldwide, presenting results at AWS Summits and AWS re:Invent conference.

Worldwide Agentic AI GTM 100+ ML Champions Public Workshops AWS re:Invent Speaker Product Roadmap

Specialist Solutions Architect GenAI/ML - Benelux

Amazon Web Services 🇧🇪 Brussels

Feb 2021 - Apr 2023

Regional Expertise: Specialized in Generative AI and Machine Learning solutions for the Benelux region (Belgium, Netherlands, Luxembourg), establishing the foundation for AI/ML adoption in the region.

Customer Success: Worked directly with enterprise customers to architect and implement scalable AI/ML solutions, focusing on emerging generative AI technologies and traditional ML workloads.

Market Development: Built relationships with key customers and partners in the Benelux market, contributing to the growth of AWS AI/ML services adoption in the region.

Benelux Leadership GenAI Specialization Customer Success Market Development

Solutions Architect

Amazon Web Services 🇫🇷 Paris

Jul 2018 - Feb 2021

Worked as Solutions Architect helping customers architect and build scalable, secure, and cost-effective cloud solutions on AWS. Specialized in machine learning and data analytics workloads.

Cloud Architecture ML Specialization Customer Success

Education

MSc Computer Engineering - Double Degree

Politecnico di Torino / Telecom ParisTech

Oct 2017 - Apr 2019

Specialized in advanced computer engineering with focus on distributed systems and machine learning. Double degree program between Italy and France.

🇮🇹 Turin, Italy / 🇫🇷 Paris, France

BSc Computer Engineering

Politecnico di Bari

Oct 2014 - Sep 2017

Foundation in computer engineering principles, software development, and system architecture with strong academic performance.

🇮🇹 Bari, Italy

Publications & Content

AWS Machine Learning Blog

Enhance AI agents using predictive ML models with Amazon SageMaker AI and Model Context Protocol (MCP)

Exploring how to integrate predictive ML models with AI agents using Amazon SageMaker and MCP for enhanced decision-making capabilities.

Read Article

Scale training and inference of thousands of ML models with Amazon SageMaker

Comprehensive guide on scaling ML operations for organizations managing large numbers of models across diverse use cases.

Read Article

Fine-tune and deploy language models with Amazon SageMaker Canvas and Amazon Bedrock

Demonstrating how business users can fine-tune and deploy large language models using no-code tools for domain-specific applications.

Read Article

AWS Community

Using Amazon SageMaker AI with Strands Agents Python SDK

Comprehensive guide on integrating Amazon SageMaker AI capabilities with the Strands Agents Python SDK for building intelligent AI applications.

Read Article

Giving AI Agents the Power of ML Models with Amazon SageMaker AI and Amazon Bedrock AgentCore

Exploring how to enhance AI agents by integrating machine learning models using Amazon SageMaker AI and Amazon Bedrock AgentCore platform.

Read Article

Building an AI-Powered Customer Support Assistant with Amazon Bedrock AgentCore

Step-by-step tutorial on creating intelligent customer support solutions using Amazon Bedrock AgentCore for enhanced customer experience.

Read Article

Medium Publications

Building an Intelligent Data Steward Agent with AWS SDK for pandas and Strands Agents

Complete implementation guide for creating intelligent data steward agents using AWS tools and modern AI frameworks.

Aug 22, 2025

Cross-Account Inference with Amazon SageMaker Endpoints and Strands Agents

Solving the challenge of model hosting in centralized accounts while applications live in distributed environments.

Aug 8, 2025

DeepSeek R1 on AWS

Running document showcasing deployment and fine-tuning of DeepSeek R1 with Amazon SageMaker and Amazon Bedrock.

Jan 28, 2025
View All Medium Articles

Speaking Engagements

AI/ML Technical Discussion

Deep dive into machine learning architectures and best practices for enterprise AI implementations.

Generative AI & Agentic AI Solutions

Exploring the latest developments in generative AI and how organizations can leverage agentic AI for business transformation.

AWS Machine Learning Workshop

Comprehensive workshop covering AWS ML services and practical implementation strategies for scalable machine learning solutions.

Let's Connect

Feel free to reach out for collaboration opportunities, speaking engagements, or technical discussions about AI/ML and cloud architecture.

davidegallitelli@gmail.com linkedin.com/in/dgallitelli github.com/dgallitelli Medium Publications