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Senna Semakula

Deploying Local LLMs for Sentiment Analysis in Platform Engineering

Posted on March 19, 2025 by Senna Semakula

Introduction Sentiment analysis is widely used in support and incident management, often relying on cloud-based AI services from OpenAI, AWS, or Google. However, self-hosting LLMs is becoming an attractive option for platform teams looking to reduce costs, keep data on-premises, and gain more control over model behaviour.

authors

DEREK MORTIMER (5) NEOFYTOS ZACHARIA (4) CECG (3) JINGKAI HE (3) TIAGO ALVES (3) TOMASZ BARTOSIEWICZ (3) ANDREAS TTOFI (2) CHRISTOPHER BATEY (2) ILIA CHERNOV (2) SENNA SEMAKULA-BUUZA (2) SIMON AQUINO (1) ANDREAS TTOFI (1) CHRISTOPHER O’QUINN (1) GEOFF MACARTNEY (1) KORHAN OZTURK (1) MATT BURGESS (1) PHIVOS PHIVOU (1) ROBERT MOSS (1) SAVVAS MICHAEL (1) SEBASTIEN BONNET (1) SENNA SEMAKULA (1) SERGEI SIZOV (1) THOIBA THOUDAM (1)

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