Breathing Smarter: How Tech Personalizes Air Quality for Health - Eric Klos | EP 15

How can you turn public air quality data into a personal health forecast? Eric Klos, Founder and CEO of DailyBreath, explains how his app bridges the gap between environmental science and individual wellness, helping users track symptoms and pinpoint the exact environmental triggers affecting their health.

In this episode, you will discover:

- Why most public air quality data is too broad and how to make it personal

- The technical challenge of building a granular, real-time environmental health model

- How AI and machine learning are used to create a personalized health risk index (the "PEHRI Score")

- The future of wearable sensors and mobility data for hyper-local air quality mapping

- Why preventing an asthma attack is better than treating one and the "upstream interventions" that can help

For developers, data scientists, and public health advocates building technology for social impact.

Connect With Eric Klos:

Email: [email protected]

Website: www.dailybreath.com

App: https://urlgeni.us/dailybreathapp

Substack: dailybreath.substack.com

Chapters:

00:00 Introduction to Delibrate and Daily Breath

02:56 Personalizing Environmental Health

05:56 The Role of AI and Machine Learning

08:54 Connecting Air Quality to Symptoms

11:58 Challenges in Data Collection

14:59 Innovative Technologies in Air Quality Monitoring

18:09 Building a User-Centric Health App

20:53 Future of Environmental Health and Technology

24:00 Advice for Aspiring Innovators

26:47 The Importance of Communication in Tech Development

29:47 Conclusion and Call to Action

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