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Marcelo Acosta Cavalero profile picture

Marcelo Acosta Cavalero

Senior Data & ML engineer with 5+ years building data pipelines, ML systems, and cloud infrastructure. Always exploring new ideas and looking for people to build with.

Education

Edinburgh Business School, Heriot-Watt University

Work

COO & Generative AI Consultant (AWS)

25 Internal Knowledge and Productivity Agent Patterns on AWS You Can Steal Right Now

25 Internal Knowledge and Productivity Agent Patterns on AWS You Can Steal Right Now

Comments 1
20 min read
Stop Designing AI Agents From Scratch. Steal These 25 Patterns Instead.

Stop Designing AI Agents From Scratch. Steal These 25 Patterns Instead.

Comments 1
17 min read
Anthropic accidentally leaked Claude Code's source code. Here's what that means.

Anthropic accidentally leaked Claude Code's source code. Here's what that means.

12
Comments
2 min read
A Serverless Blueprint for Multimodal Video Search on AWS

A Serverless Blueprint for Multimodal Video Search on AWS

1
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14 min read
Agent Memory Strategies: Building Believable AI with Bedrock AgentCore

Agent Memory Strategies: Building Believable AI with Bedrock AgentCore

2
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18 min read
Route Claude Code Through AWS Bedrock for CloudTrail Auditing and IAM Control

Route Claude Code Through AWS Bedrock for CloudTrail Auditing and IAM Control

2
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9 min read
What a Multimodal WhatsApp Agent Looks Like on AWS

What a Multimodal WhatsApp Agent Looks Like on AWS

3
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18 min read
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