2025

AWS Community Fest Peru 2025

Integrating LLMs into AWS: Intelligent Text Processing with Bedrock, OpenAI, and Step Functions

A real-world case of integrating language models into a text processing pipeline. Learn how to combine multiple providers to enrich your text data asynchronously and efficiently, using AWS Step Functions and Lambda.

PyCon Colombia 2025

Clean Architectures with Python & FastAPI

This talk analyzes how to apply Clean Architecture principles in FastAPI projects to improve maintainability, scalability, and code quality. It covers separation of concerns, business logic organization, best practices for integrating with external services and databases, and strategies for testing and refactoring, leveraging FastAPI's native capabilities for data validation and dependency injection.