Curiouser and curiouser. Optimist. Passionate about human thriving. Engineer, entrepreneur (medicine/methodology), generalist; lover of nature, hip hop, and humanity; nerd, especially about computer science, causation, and complex systems.
Success is the world being better for you having been in it.
🩺 Physician burnout/moral injury is foolishness—society shouldn’t destroy its caretakers. Given my software engineering and product development background, I’d like to make progress on this but don’t know what’s needed. Let me know if you do.
🔬🧬⚕️Currently working on Causal Discovery in medicine/etiology, particularly through causal inference on observational data, assisted hypothesis generation/plausibility estimation, and automated RCT design, as well as advancing formal single-subject (‘n of 1’) methods. The near goal is to test/increase the evidentiary basis of clinical interventions for newer approaches, like integrative medicine, including with wearables. The long goal is to automate medical discoveries and their personalized applications, particularly toward systemic and preventive approaches, so doctors can be humans healing humans with the best possible (and expanded) science and machines the grunt-work-doers.
☎️ If this is also an interesting area for you,
DMs are open.
🤓 Expertise in: distributed systems, machine learning, statistics, consumer product development.
🧰 Ex-Amazon, ex-earlyish-Pinterest, co-founder/former CTO Scratch.fi.
🔗 http://linkedin.com/in/christopherwalters
📚 Computer Science & Engineering,
University of Michigan.
📍DTW~>Silicon Valley🌁+Yosemite🏞
Other interests:
🥾🏕🏔 Hiking, backpacking, offroading, adventure!
✈️ Experiencing other cultures
🙏 Mindfulness
😈 Subversive ideas
🎭 The human condition
😹 Comedy
🖖 Star Trek (TNG ftw)
🥼 Philosophy of science, automation of science
🌎 Climate change
🤬🫂 Social and political polarization
📝💻 Theoretical and applied computer science
📞 Information theory
🧮 Probability theory
♟ Game theory
🕸 Network science
➡️ Category theory
⚛️ Theoretical physics
🪐 Astronomy, cosmology
🚀 Accessing space
🧠 Neuroscience, psychology (especially evolutionary), social psychology
🧫 Biology (especially evolutionary)
Invited by: Boris Jabes
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Day | Followers | Gain | % Gain |
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May 09, 2024 | 405 | +13 | +3.4% |
June 30, 2023 | 392 | +3 | +0.8% |
October 07, 2022 | 389 | +1 | +0.3% |
June 01, 2022 | 388 | -5 | -1.3% |
April 24, 2022 | 393 | +1 | +0.3% |
March 16, 2022 | 392 | +3 | +0.8% |
January 18, 2022 | 389 | +3 | +0.8% |
December 11, 2021 | 386 | +3 | +0.8% |
November 03, 2021 | 383 | +7 | +1.9% |
September 27, 2021 | 376 | +3 | +0.9% |