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Brittany

Cloud & AI practitioner focused on machine learning pipelines, data engineering, and real-world AWS systems. I write clear, practical explainers on how ML models are built, deployed, monitored, and i

Location United States Joined Joined on  github website

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Cloud & AI practitioner | Independent builder

# How to Build a Beginner-Friendly HR RAG Chatbot with Amazon Bedrock

# How to Build a Beginner-Friendly HR RAG Chatbot with Amazon Bedrock

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5 min read

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Your ML Model Isn’t Wrong. Your SQL Probably Is.

Your ML Model Isn’t Wrong. Your SQL Probably Is.

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Machine Learning Starts With a WHERE Clause

Machine Learning Starts With a WHERE Clause

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Missing Data Isn’t a Cleanup Problem — It’s a Signal

Missing Data Isn’t a Cleanup Problem — It’s a Signal

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Missing Data in Machine Learning: A Practical Step-by-Step Approach

Missing Data in Machine Learning: A Practical Step-by-Step Approach

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2 min read
Why Categorical Data Can Quietly Break Your ML Model

Why Categorical Data Can Quietly Break Your ML Model

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2 min read
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