Project iPPG

Project iPPG

 

A unique approach to photoplethysmography. The precision of cameras and the utility of photodiodes commonly used in wearables such as the Apple Watch, and the rise of machine learning capabilities gave

rise to a concept: 

 

Could we track and predict heart diseases with an iPPG wearable more accurately

than simple PPG or remote iPPG devices on the market?

 

A unique approach to photoplethysmography. The precision of cameras and the utility of photodiodes commonly used in wearables such as the Apple Watch, and the rise of machine learning capabilities gave

rise to a concept: 

 

Could we track and predict heart diseases with an iPPG wearable more accurately than simple PPG or remote iPPG devices on the market?

Project iPPG

 

A unique approach to photoplethysmography. The precision of cameras and the utility of photodiodes commonly used in wearables such as the Apple Watch, and the rise of machine learning capabilities gave

rise to a concept: 

 

Could we track and predict heart diseases with an iPPG wearable more accurately

than simple PPG or remote iPPG devices on the market?

Project iPPG

 

A unique approach to photoplethysmography. The precision of cameras and the utility of photodiodes commonly used in wearables such as the Apple Watch, and the rise of machine learning capabilities gave

rise to a concept: 

 

Could we track and predict heart diseases with an iPPG wearable more accurately

than simple PPG or remote iPPG devices on the market?

 

Peripheral Neuropathy is a neurodegenerative disorder that has over 240 million individuals globally with reduced or complete inability to sense heat, touch, or pressure at at the ends of their extremeties, such as their fingers and toes. After an interesting journey to brainstorm a DEBUT project, we agreed up this question:

Was there a way to unobtrusively restore peripheral neuropathy patients their sense of touch, heat, and pressure sensation?

 

Peripheral Neuropathy is a neurodegenerative disorder that has over 240 million individuals globally with reduced or complete inability to sense heat, touch, or pressure at at the ends of their extremeties, such as their fingers and toes. After an interesting journey to brainstorm a DEBUT project, we agreed up this question:

Was there a way to unobtrusively restore peripheral neuropathy patients their sense of touch, heat, and pressure sensation?

 

Peripheral Neuropathy is a neurodegenerative disorder that has over 240 million individuals globally with reduced or complete inability to sense heat, touch, or pressure at at the ends of their extremeties, such as their fingers and toes. After an interesting journey to brainstorm a DEBUT project, we agreed up this question:

Was there a way to unobtrusively restore peripheral neuropathy patients their sense of touch, heat, and pressure sensation?

 

Peripheral Neuropathy is a neurodegenerative disorder that has over 240 million individuals globally with reduced or complete inability to sense heat, touch, or pressure at at the ends of their extremeties, such as their fingers and toes. After an interesting journey to brainstorm a DEBUT project, we agreed up this question:

Was there a way to unobtrusively restore peripheral neuropathy patients their sense of touch, heat, and pressure sensation?

GA1 (WIP)

LLMs are powerful, but use cases have appeared limited over the course of their inception. While great efforts are being undertaken to get LLMs physical bodies, my group was more interested to see their capacity in simulated spaces. We simply asked: 

 

Could AI LLMs work effectively locally as simulated human agents in simulated 3D spaces?

GA1 (WIP)

LLMs are powerful, but use cases have appeared limited over the course of their inception. While great efforts are being undertaken to get LLMs physical bodies, my group was more interested to see their capacity in simulated spaces. We simply asked: 

 

Could AI LLMs work effectively locally as simulated human agents in simulated 3D spaces?

GA1 (WIP)

LLMs are powerful, but use cases have appeared limited over the course of their inception. While great efforts are being undertaken to get LLMs physical bodies, my group was more interested to see their capacity in simulated spaces. We simply asked: 

 

Could AI LLMs work effectively locally as simulated human agents in simulated 3D spaces?