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Dr. Jay Parkinson is a pediatrician and founder who’s been reinventing healthcare from the outside in for nearly two decades. From launching one of the first tech-enabled house call services in Brooklyn to pioneering virtual primary care with Sherpaa, Jay has always believed that doctors can design better systems. Now he’s back with Automate Clinic, a new venture training physicians to fine-tune clinical AI models with real-world judgment and insight.
In this episode of How I Doctor, Dr. Graham Walker talks with Jay about bucking the traditional medical career path, designing more human-centered systems, and what most startups (and health systems) still don’t get about primary care. They also dive into Jay’s new work building AI you can actually trust, and why the doctors best positioned to shape its future are the ones curious enough to break stuff and ask better questions. If you’ve ever wanted more freedom, more creativity, or more control in medicine then this one’s for you.
What You’ll Learn in This Episode:
🩺 Offcall is more than a platform — it’s a community. Join today!
📝 For a full transcript of this episode click HERE
🎧 Subscribe to receive new How I Doctor episodes directly in your feed here: https://episodes.fm/1767429315
👨⚕️Follow Dr. Graham Walker on
LinkedIn https://www.linkedin.com/in/graham-walker-md/
IG https://www.instagram.com/ubergraham/
Bluesky https://bsky.app/profile/drgrahamwalker.com
✉️ Join our newsletter On/Offcall here https://offcall.beehiiv.com/subscribe
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LinkedIn https://www.linkedin.com/company/joinoffcall/
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TikTok https://www.tiktok.com/@offcalldotcom
Dr. Jay Parkinson is a pediatrician and founder who’s been reinventing healthcare from the outside in for nearly two decades. From launching one of the first tech-enabled house call services in Brooklyn to pioneering virtual primary care with Sherpaa, Jay has always believed that doctors can design better systems. Now he’s back with Automate Clinic, a new venture training physicians to fine-tune clinical AI models with real-world judgment and insight.
In this episode of How I Doctor, Dr. Graham Walker talks with Jay about bucking the traditional medical career path, designing more human-centered systems, and what most startups (and health systems) still don’t get about primary care. They also dive into Jay’s new work building AI you can actually trust, and why the doctors best positioned to shape its future are the ones curious enough to break stuff and ask better questions. If you’ve ever wanted more freedom, more creativity, or more control in medicine then this one’s for you.
What You’ll Learn in This Episode:
🩺 Offcall is more than a platform — it’s a community. Join today!
📝 For a full transcript of this episode click HERE
🎧 Subscribe to receive new How I Doctor episodes directly in your feed here: https://episodes.fm/1767429315
👨⚕️Follow Dr. Graham Walker on
LinkedIn https://www.linkedin.com/in/graham-walker-md/
IG https://www.instagram.com/ubergraham/
Bluesky https://bsky.app/profile/drgrahamwalker.com
✉️ Join our newsletter On/Offcall here https://offcall.beehiiv.com/subscribe
🟧 Follow Offcall on
LinkedIn https://www.linkedin.com/company/joinoffcall/
IG https://www.instagram.com/offcalldotcom/
TikTok https://www.tiktok.com/@offcalldotcom