Kimberly McManusI’ve been thinking about bias in AI algorithms for over a decade.In health-related AI, groups like Coalition for Health AI (CHAI) and the Health AI Partnership have taken great strides in proposing…Sep 171Sep 171
Kimberly McManusLLMs for Operational EfficiencyLately, I’ve thought a little about how enterprises might invest, or choose not to invest, in trialing large language model capabilities to…Aug 281Aug 281
Kimberly McManusHow I built a custom air quality dashboard (V2)Dec 2021: Hi Friends — this is an updated version of this with a more sustainable architecture. The main update is swapping in…Jan 3, 2022Jan 3, 2022
Kimberly McManusSleep Apnea + Wearables: Part 2: What can I learn about sleep apnea via wearables?Never before in history have humans had the ability to collect so much data about ourselves. Billions of data points are stored about each…Oct 7, 20211Oct 7, 20211
Kimberly McManusMy first couple months as a Presidential Innovation FellowAs 2020, both the most and least eventful year of my life is coming to a close, I’ve been reflecting on some of the year’s decisions.Dec 13, 2020Dec 13, 2020
Kimberly McManusHow I built a custom air quality dashboardI live in Northern California and it is wildfire season. Increasingly, this means poor air quality even in cities. With COVID (don’t go…Oct 27, 2020Oct 27, 2020
Kimberly McManusSleep Apnea + Wearables: Part IIn my previous thought experiments on “Can we use digital health to drive behavior change?” I’ve focused on wearables in the context of…Jul 22, 20201Jul 22, 20201
Kimberly McManusHow easy is it to predict sleep from only heart rate data?DISCLAIMER: I am not a sleep or heart expert. This is just for fun.Mar 29, 2020Mar 29, 2020
Kimberly McManusEducation and Equity in the Time of COVID-19.As much as I’d love to write a blog about how much I also think I deserve a billion dollars, I’m here to talk about the challenges of…Mar 20, 2020Mar 20, 2020
