Jake Garrison

Jake Garrison

I was born in Spokane, Washington, attended University of Washington for undergraduate and graduate school. After I built my own electric car in high school, I studied electrical engineering at UW with a focus on power electronics battery management, and controls for electric cars as well as analog audio circuits and digital signal processing. This led me to autonomous driving research using multimodal deep neural networks. I also developed various AI driven apps and software in startup type environments. For graduate school, I joined the UW Ubicomp lab where I researched novel health sensing on mobile devices. My masters thesis was on sound based lung function testing. I continue to do this type of research at Google Health.
Authored Publications
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    Google
Scaling Wearable Foundation Models
Girish Narayanswamy
Kumar Ayush
Yuzhe Yang
Orson Xu
Shun Liao
Shyam Tailor
Jake Sunshine
Tim Althoff
Shrikanth (Shri) Narayanan
Jiening Zhan
Mark Malhotra
Shwetak Patel
Samy Abdel-Ghaffar
Daniel McDuff
2025
What Are The Odds? Language Models are Capable of Probabilistic Reasoning
Akshay Paruchuri
Shun Liao
Jake Sunshine
Tim Althoff
Daniel McDuff
arXiv (2024)
Towards Accurate Differential Diagnosis with Large Language Models
Daniel McDuff
Amy Wang
Karan Singhal
Yash Sharma
Kavita Kulkarni
Le Hou
Sara Mahdavi
Sushant Prakash
Anupam Pathak
Shwetak Patel
Ewa Dominowska
Juro Gottweis
Joelle Barral
Kat Chou
Jake Sunshine
Arxiv (2023)
FRILL: A Non-Semantic Speech Embedding for Mobile Devices
Joel Shor
Sachin Joglekar
Shwetak Patel
Interspeech 2021 (2021)
Whosecough: In-the-Wild Cougher Verification Using Multitask Learning
Matt Whitehill
Shwetak Patel
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 896-900
SpiroConfidence: Determining the Validity of Smartphone Based Spirometry Using Machine Learning
Varun Viswanath
Shwetak Patel
Engineering in Medicine and Biology Conference (EMBC)