Sreelatha Pasuparthi

Conf42 Speaker profile

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Conf42: MLOps 2025

Intelligent Error Response: How ML-Driven Slack Integration Cut MTTR by 88.5% Across 17 Enterprise Systems

We turned alert chaos into $2.3M savings using ML that predicts which errors will break your business. 88.5% faster incident response, 93.8% accuracy, zero custom dev. I'll show you the exact models, Slack bots, and production secrets that made it happen. Ready to sleep again?

Sreelatha Pasuparthi

Liberty Mutual Insurance

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Conf42: Platform Engineering 2025

Building Bulletproof Error Detection: A Middleware-First Approach to Reducing MTTR by 88.5%

From 162-minute detection delays to instant alerts. From angry customer calls to proactive fixes. One middleware strategy saved $2.3M and cut MTTR by 88.5%. Learn the exact architecture that transformed chaos into operational excellence across 230K users.

Sreelatha Pasuparthi

Liberty Mutual Insurance

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