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Software engineer uses AI to rank coworkers by stress levels

Created at 11 Jun · 6:50 AM1 source↑ Market-relevant
IN SHORT

A software engineer used his Whoop fitness tracker and work calendar data to create a system that identifies which coworkers cause him the most stress during meetings. The analysis resulted in a "stress leaderboard" that quickly gained viral attention on social media.

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Key Numbers

6 millionpost views on X
24,000post likes on X

Who's Involved

Pankaj Tanwar
Software engineer who developed a stress-tracking system
Whoop
Fitness tracker used for data collection
X
Social media platform where the post went viral

↳ Why This Matters

This story highlights the innovative application of wearable technology and data analysis for personal insights into workplace well-being and social dynamics, sparking conversation about stress management and employee interactions.

Key facts

  • Software engineer Pankaj Tanwar used his Whoop fitness tracker and work calendar data to measure stress levels during meetings.
  • By analyzing heart rate data, Tanwar identified specific coworkers who triggered the most significant stress responses.
  • He created a "stress leaderboard" ranking colleagues based on their physiological impact.
  • Tanwar's method involved reverse-engineering the Whoop tracker to access minute-by-minute heart rate data.
  • The post detailing his findings went viral on X, sparking widespread interest and amusement.

Software engineer Pankaj Tanwar has developed an innovative method to identify which coworkers cause him the most stress during work meetings. By linking his Whoop fitness tracker to his work calendar, Tanwar analyzed minute-by-minute heart rate data. This allowed him to correlate physiological stress spikes with specific meetings and attendees, ultimately creating a personal "stress leaderboard."

Tanwar explained his process on X, detailing how he used Fable to reverse-engineer his Whoop device for access to granular heart rate data. He then mapped these data points against his calendar entries and meeting participants to pinpoint the individuals who elicited the strongest stress responses. Although he obscured identifying details for privacy, Tanwar admitted the results significantly influence his daily thoughts.

The post quickly gained widespread attention on the social media platform X, amassing over 6 million views and more than 24,000 likes. Users expressed amusement and admiration for Tanwar's ingenuity, with many suggesting they would adapt the concept for their own use cases, such as monitoring children's screen time.

Frequently asked questions

Tanwar used his Whoop fitness tracker to collect minute-by-minute heart rate data and correlated these spikes with his work calendar and meeting attendees.

He created a "stress leaderboard" ranking coworkers based on their physiological impact during meetings.

The post went viral on X, with many users praising his creativity and expressing interest in adapting the concept for their own uses.

He used a Whoop fitness tracker and reverse-engineered it with Fable to access detailed heart rate data.

What Happens Next

01Tanwar's findings may inspire others to use similar methods for personal stress analysis.
02Companies might explore more sophisticated ways to monitor and address workplace stress.

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Cadence

How It Developed

Pankaj Tanwar linked his Whoop fitness tracker to his work calendar.
Tanwar analyzed minute-by-minute heart rate data to identify stress spikes.
He correlated heart rate spikes with meeting attendees to rank coworkers.
Tanwar shared his findings on X, creating a "stress leaderboard."
The post went viral, garnering millions of views and thousands of likes.

Sources

T1
Techie uses smartwatch to identify the coworkers causing him most stress at work; here's how he did itThe Economic Times

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