Posts
Project write-ups, tool opinions, and observations from real data work. For step-by-step technical guides, see Articles.
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Building a Stock Prediction Pipeline: What We Did and What We Learned
A project retrospective on combining Reddit sentiment, Google Trends, and NYSE price data to predict short-term stock moves with an SVM classifier.
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How BD Used AWS to Stop Guessing When Medical Devices Would Fail
A look at Becton Dickinson's MPAR system — a real-world example of turning device telemetry into proactive maintenance intelligence using AppFlow, Lambda, Athena, and QuickSight.
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Welcome to Posts
What the Posts section is, how it differs from Articles, and what to expect here.