Manan Verma

Posture+ - Stop slouching. Let AI handle it.

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Most posture apps only detect bad posture in the moment. Posture+ goes deeper. Built on a research-backed temporal stability model, it tracks how your posture evolves over time using a Posture Stability Index (PSI). It captures fatigue, drift, and recovery β€” detecting chronic slouching that traditional systems completely miss.

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Manan Verma
Maker
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Hey everyone! πŸ‘‹ I built Posture+ after realizing most posture tools only detect bad posture in the moment β€” but don’t actually understand how posture degrades over time. In reality, slouching is gradual. It builds with fatigue, and eventually becomes your β€œnormal.” So instead of a simple detection system, I built a temporal model that tracks posture stability over time using something I call the Posture Stability Index (PSI). It combines deviation, drift, recovery, and consistency β€” so it can detect chronic slouching that traditional systems miss. This project also turned into a full research exploration around persistence-aware posture modeling, which was a really fun challenge. Would genuinely love your feedback β€” especially from people who spend long hours working at a desk πŸ™