Automate Real-Time App Insights with AWS Bedrock & NLP SolutionsAutomate Real-Time App Insights with AWS Bedrock & NLP Solutions
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Edin's avatar
Edin Selimovic
• Apr 7
Built a production pipeline on AWS Bedrock that ingests app store reviews at scale, classifies sentiment, clusters themes, and surfaces actionable product insights in near real-time.
Before this, the team relied on a manual weekly reporting process — slow, inconsistent, and always lagging behind what users were actually saying. The pipeline replaced that entirely with automated ingestion, NLP-driven analysis, and structured output product teams could act on immediately.
Result: manual weekly reporting replaced with automated, near-real-time insight delivery.
AWS Bedrock · Python / FastAPI · S3 · NLP · LLM
Software ArchitectureSoftware DevelopmentAWSFastAPIPython
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