Blog
Notes, tutorials, and study guides
- Study notes from zero
- Project tutorials and walkthroughs
- ML and AI explainers
Maria Aguilera García
✨ Data & AI focused on real-world impact
🚀 Building ML + analytics solutions that drive business value
🔥 MSc Big Data (AI) • currently at BMC Software
Projects
Builds, experiments, and case studies
- End-to-end ML builds
- Reinforcement learning experiments
- Data + AI work with real outputs
Beyond Work
The human side behind the portfolio
- Life timeline across countries
- Sports, routines, and interests
- The things I am exploring outside work
Featured
GenAI Reflection for Amazon Bedrock
Use a configurable Python library for Amazon Bedrock LLMs which enhances performance by enabling additional compute at inference time.
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Featured
Intelligent Document Processing with Generative AI
Learn how to build an end-to-end IDP application using Amazon Bedrock to extract structured information from unstructured documents at scale.
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Production-Ready GenAI Pipelines
Design reliable, observable GenAI workflows with guardrails, evaluation loops, and scalable infrastructure patterns.
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