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…6 min read·Jan 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…5 min read·Oct 7, 2021--1--1
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.3 min read·Dec 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…5 min read·Oct 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…3 min read·Jul 22, 2020--1--1
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.3 min read·Mar 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…3 min read·Mar 20, 2020----
Kimberly McManusWhat is most fuel efficient SF<->South Bay Commuting Option?During the first 25 years of my life, I sanely commuted less than one mile between work/school/home. Then, year 26 rolled around and I…2 min read·Mar 9, 2020----
Kimberly McManusTransitioning from Academic to Data Science[Written in 2016 in relation to my first tech job — still accurate in 2020.]4 min read·Feb 29, 2020----