AI in Healthcare: Revolutionizing Patient Care (ft Dr. Junaid Kalia)
8 Jan 2026 · 27 min
In this episode of Digital Voices, host Ed Marx interviews Dr. Junaid Kalia, a neurologist, physician‑scientist, and founder of SaveLife.ai. The conversation weaves through Dr. Kalia’s personal journey—from his early life in Karachi and a family rooted in business, through medical training in the United States, to his pivot from teaching to medicine and eventually to AI entrepreneurship. He explains three core identities (healer, scientist, entrepreneur) and how they intersect in his mission to “save a life” for all of humanity. The discussion delves into the origin of SaveLife.ai, a low‑cost, edge‑device‑based AI platform for stroke detection and other diagnostics aimed at low‑ and middle‑income countries. Dr. Kalia describes a document‑first development approach, FDA‑pathway considerations, and the business model that balances free access for resource‑limited settings with revenue streams in the U.S. He shares early successes—investor interest, deployments in several LMICs, a proprietary LLM for FDA submissions, and partnerships in the MENA region. The interview also explores his leadership style, creative recharge methods (music, driving, micro‑naps), hard‑won lessons about patience, resilience, and grit, and the influence of his parents on discipline and value‑based decision‑making. Finally, he offers a forward‑looking view on AI’s role in healthcare, warns of the current AI hype bubble, and urges listeners to learn AI tools and teach the next generation.
Chapters
Welcome to Digital Voices, where healthcare and life science leaders explore the real work behind transformation. This podcast is about people, leadership, and the conversations that move healthcare forward. Now your host, Ed Marx.
Welcome to another edition of Digital Voices. Thank you for listening. You've made us number 4 in the world under technology. Thank you so much. We appreciate it. And it's because we have great guests like Dr. Junaid Khalil. Junaid, welcome to Digital Voices.
Thank you so much, Ed, for inviting me. Really appreciate it.
No, this is gonna be great because what you're doing is just fascinating, and we're gonna jump into that here in a second. You and I first met less than a year ago, actually. We were doing a book signing with Chris Ross in my home, and you came out, and it was great. We got a chance to interact. People can't see this, but Janae's actually lifting up the book right now with our signatures in it. And I really appreciate you making the trip out, but it's like, wow, this guy's pretty cool doing some cool things. And then we started a podcast together along with Dr. Harvey Castro called Signals and Symptoms Podcast. And what's cool about it is it's a live podcast. I mean, you can also get the recording obviously, but we go live. Every Wednesday, 7:00 AM Central Time. So we'll put all that information in the show notes. So it's great. But Junaid, the most important thing that we ask on Digital Voices is what songs are on your playlist?
So, um, I love Journey. That is one of the— I'm the biggest fan as far as that is concerned. My wake-up song is from Fort Minor, Remember. And then of course I have a bunch of, uh, rock bands from Pakistan and India. The biggest one is Jinun that I listen to. And yeah, daily workout routine goes with the rock songs.
I love it. So what is your life message or mantra? Are there sort of words that guide you that you live by?
If you save a life, it is as if you save a life of all mankind. That is my mission in life. That's why I wake up in the morning, read the first thing. It is my prayer. It is out of both the Old Testament And the Quran. And believe it or not, it is in most holy books from Hinduism, Buddhism, et cetera, verbatim.
Very cool. Love it. We'll add it. We actually have a listing of all of our, not just a playlist for all of the songs, but also of all the life quotes. So tell us a little bit about you. Like, who are you? What's your story? Where were you born?
So I was born in Karachi, Pakistan, but we are essentially from India, which was before the partition. It is a town near Gujarat. And, I don't know if you're familiar with Gujaratis. Gujaratis are essentially businessmen. As a matter of fact, I never wanted to be a physician. My older sister wanted to be a physician. And then, what ended up happening is I went to my dad, hey, I got into a great business school and also got into a great medical school. So, my dad says that, you know what? I'm going to teach you business. No MBA is going to teach you what I'm going to teach you. So why don't you do medical school? Because, you know, it's a different thing. You might like it. And then your mom wants you to be a doctor and everything. And that led to my love for neurology, the neurosciences, and the brain, which of course I'm going to talk about how the journey towards neurons, which are brain, and artificial neural network, which is AI. And then, how essentially it was built on the basis of neuroscience. And, that's how I developed my AI basically interest. And then, one by one, one thing led to another. We actually were offered green card as a whole family because we applied. And, I came to U.S., trained at UT Southwestern for my fellowships, residency at St. Louis University Hospital. And, most importantly, actually, I did 2 years of research work under Osama Zaidan, which is my mentor at University of Wisconsin.
Wow.
So long journey, but very fruitful.
Yeah. And I know you're married. Were you married previous to coming to the United States or after?
Oh no, I found my wife in Chicago.
Okay.
She is actually my best friend's wife's cousin. So she introduced us at a wedding ceremony, which is, by the way, classic Indian Pakistani introduction. And then yeah, she was, um, Perfect. I mean, she herself has a master's in health management and she actually is amazing. And I'm grateful to her to stick around with double, 3 fellowships. And then of course entrepreneurship, which is more insane than, you know, neurocritical care fellowship.
Yeah, no, that's, that's cool. Was there a pivotal moment in life that fundamentally changed your trajectory?
3 fundamental moments. One was actually not doing business and doing medicine, which is becoming an identity of a healer. And, as you know, most physicians do very strongly identify themselves from their work perspective, which is, again, one huge shift when I actually started medical school and started loving it. Before that, believe it or not, I used to, even right outside high school, I was a professional teacher and not only I was a professional teacher, I actually hired other teachers to teach. So I already had a business going. Organic chemistry, that's what I used to teach and then MCATs, by the way. So that was one pivotal shift from business to really concentrating on the healer side. And then from healer to coming here and understanding the research side of things and actually understanding how vastly important clinical research as a backend, but research in general, which lacked significantly in my mind. So essentially identifying myself from a physician to physician scientist. And then lastly, going back to essentially becoming an entrepreneur as an identity, but more importantly, an AI sort of expert in healthcare. So those were 3 pivotal shifts in my mind that going from pure business to physician scientist, physician scientist to entrepreneurship. And I use entrepreneurship as a different category than business. I mean, running a clinical practice is a business. Haircuts, haircut salon is a business, but entrepreneurship is very different.
You alluded to the fact that you had chosen neurology. Go a little bit deeper. Like, why did you get into it? Because that's going to lead into Save Life AI, which I want to talk about as well.
Again, I'm a fairly spiritual person. I wish I was a little more religious, but I'm not. And hopefully somebody's graces actually passes me through. The most important thing that is important from an upbringing perspective is for my parents to be ethical. So we're very, very grounded. By the way, not the whole family is not even that religious, FYI, but we were grounded in ethics, which has nothing to do with religion, by the way. Legend starts when ethics ends. But, the idea was that you need to have a set of core beliefs that you operate under. And then, even if somebody doesn't exist up there, it doesn't matter. You operate that you are answerable because at the end of the day. So, when you're reviewing these things in the world of consciousness and going up to that, what I realize is that the operating team needs to be fully conscious and available. That's the goal.
Yeah.
And then, when I was reading through this, what I realized is that most of even biggest religions are text-based essentially. And then, when the advent, because we were doing AI for vision, like image analysis, stroke, and everything, but the minute I saw ChatGPT-2 and then 3, and that is even before the 3.5 and everyone understood it, and we were in the AI game because of the vision part, Then I realized that more so, it's like a light bulb moment that we are really in a strange territory. I'm just going to be honest, it's a very strange territory. I mean, it is. And the way I defined it is a non-human intelligence, quote unquote, an alien intelligence, right? So at that point in time, this technology basically completely shifted, essentially really at the core shook me up because if computer is generating text. And we actually thought that humans are the only one who understand language. She literally talked to someone, how do you differentiate a human and an animal? Because they communicate, right? Very beautifully communicate. Dolphins, dogs, they communicate way better. As a matter of fact, humans, when they do need clarification in communication, they do not use language. That's why airport has signals of hands, paddles, and everything, because we miscommunicate with language. So what I'm saying is that the communication is a different problem, but language, poetry, songs that you just started with has such a deep connection with being an identity of human. And when it goes to machine, that honestly shook me to the core. I was like, okay, I need to understand, is it really true or fake? And then I realized that it's neither true nor fake. And it's a wrong way of thinking, which I'm not going to discuss, but the— The idea was that this technology is really shaping how you define humans, let alone how you define AI.
So, you mentioned sort of this third identity, entrepreneurship. So, you did start this company, SaveLife.ai. So, tell us the origin story.
So, origin story was very simple. I'm a stroke physician. I came to US. We wanted to go back and serve the countries because By the way, my whole medical school fee was $500 for 5 years.
Wow.
$500. So, I was on a government scholarship. I said, I should give something back. So, we used some of these applications here from great companies, by the way. I'm not going to name them, but they are fantastic people that developed this. And, I asked them, hey, can we take these technologies back? But, they were saying that it was not possible or it was extremely expensive. So there was no business case because it was more of a philanthropy approach. So I said, I mean, I would rather build it myself. So I actually spent half a million dollars on building sort of this backend. And of course, when you're doing it in the start, a lot of money is wasted because you're learning. So I ended up building it and then the whole idea was making it free for all low and middle income countries. My thought was that I am actually trained as a director of neuro ICU. with 26 beds ICU back in the Advocate. I don't know, 26 or 12, now I forget. But, I was director of neuro ICU. And, what I realized about any human interaction, look, I'm just going to be very honest and people are going to hate me saying it. Medicine is easy, but taking care of humans is the hardest one, right?
Right.
I mean, diagnosing in air is very easy, right? You have UTI, you have URI, you have this, you're going to give steroids, you're going to give this, you're going to give antibiotics, antivirus. That's so freaking easy. Taking care of the patient is That's the hard part.
Right.
So that all depends on 2 things. Number one is workflow, and number 2 is actually understanding everything into a first principles way and dissect the whole problem. So as a neurointensivist, when you are sitting there, you have to understand who's going to get choppered in, who's going to get ambulanced in, who's going to stay at a peripheral hospital, who's going to get— where are we going to start another neurology service? We're going to enhance through virtual care where we're not going to enhance through virtual care. So when we went through this whole decision process and learning and all of that, taking courses. Then, when I set up this company and the software and everything, I set it up from a first principle thinking. So, everything was design, development was document-first approach, which is very different. People develop and then document. So, mine was document-first approach. And then, I realized, man, I can get an FDA and this is becoming a very good business model. And then, one thing led to another. So, one of the technical things that I had to actually go for was to put it on an edge device because of the low income and low resources. It's a USB-C battery pack. It is basically a nanopack on which my model works for bleed in the brain.
Wow.
So, this is one of the things we did. So, people actually came up to me that, how the hell are you making it free for low-income countries? And, I said, well, this is the reason because I have it in the edge. I don't need to upload, download. Infrastructure costs can be down. And then, people gave me orders like, hey, can you make breast cancer detection, breast mass detection? Because we want to put it in Ethiopia, Uganda, Nigeria, or other places. And then, of course, once you think of a product release or everything, you do all of your backend research, a business plan and everything. And, every time there's a business plan in terms of being able to make it available to US as well, those are the technologies we're bringing. Through FD approval and US and some of these solutions that we bring just models out. We don't even get regulation because again, business side is very different than regulatory side and all of that. So we have to manage that. So the journey was simple. Do things in an organized fashion, document first. And once you do that, you're going to realize that there are more possibilities in the future and that learning is always safe. So you don't have to repeat everything.
Yeah, no, that's great. So tell us some success stories to date.
So interestingly, as I said, that number one success story is that now I go anywhere, investors are actually lining up. So that's a very good validation that you have something of value. Number 2 is that, that we have implemented this in multiple places in low-income countries and they are actually utilizing it. Number 3 is that while we were doing this, we learned the large language model portions and we were able to enhance both the vision model and the language model. And now we are developing multiple fast iterations of it. As a matter of fact, we have our own sort of pre-trained LLM for just writing FDA applications. So we are now iterating very fast. We actually have signed contracts Significant here in US now officially. So we are on track for breaking even by end of March. And then of course we have significant expansion opportunity in the MENA region with our partners, Hearts Medical Solutions. They're out of Doha, Qatar. Honestly, the one line I would say is that start crawling, you will learn how to walk and you will eventually learn how to run. And things open up. I mean, You have been amazing, important advisor for me, Harvey Castro, et cetera. And then once you get into that model of continuous learning, and for me especially was, I am actually very open. There's some mistakes, so what? Everyone does mistakes. As a matter of fact, investors are very appreciative of that, that if you have known blind spots and you know how to correct them or at least ask for help.
Yeah.
That is extremely important. So for me it is, Keep walking, start crawling at least. You'll learn how to walk and run.
Yeah, that's great. It's a great success story. Where do you think SaveLife.ai is headed? What's next, like in terms of development or the potential of what could be in the future?
So, as I said, what is the real moat? When I teach, let's say, entrepreneurship to someone, and then I'm going to ask you like, okay, define a moat. And that's something that I learned from you. is first, the ROI, value on investment, which has 2 factors, soft ROI and hard ROI. You always calculate that. That's number one. And it could be time savings, it could be money savings, it could be money generated, and it could be early diagnosis and detection. So that's always concentrated on the ROI part. So that's something that we sort of always review first when we are looking at Save Life AI in terms of future projections, how we're going to build different products. But the second biggest ROI moat that people don't understand, and that's where clinicians need to really take high stakes into these development processes, is because that we are merging. So, I was vice president of clinical strategy of Be Well Health, which is a telemedicine company. So now, I have AI, I have telemedicine, and I know how to move people from a neurointensivist to stroke to different tertiary centers. So we are developing essentially a user experience for all of critical solutions in which it could be managing patient journey through artificial intelligence end-to-end, which includes voice, reasoning, and vision agents. And that is what saves life is the AI is gonna capture the biggest market. And it could be tele-ICU, tele-stroke, or again, acute coronary syndrome. So I have personally worked significantly hard in developing that user experience too, because that's the key thing to understand how the patient journey connects with the provider's journey. And that is where the biggest moat in AI will be, in my opinion, in the future as we democratize frontier foundation models.
No, that's super. We will put information about savelife.ai in the show notes for people who are interested in pursuing More. Let's talk about leadership. Where do you go or what do you do when you feel creativity drained? Because you're a super smart person, obviously, and you're also very creative and innovative. But those times where you're not just having that free sort of flow of thinking, what do you do?
Oh, running a startup and doing clinical work, of course, my chances are very low. One is music. As a matter of fact, my escape is essentially I Drive with a volume blast for 20 minutes. I'm fully refreshed, come back. I don't pray that much, but I mean, somewhere between meditation and prayer, you can say there is always a recharge possibility. But interestingly, I wake up at 2, maybe 3 in the morning. I start my work, clinical work and everything, but I'm a very good napper. And I think that really reenergizes me significantly. Yeah. So I can literally take a nap for 10 minutes and micro naps or something, recharge, move on. So those are my 3 ways to recharge for creativity. Leadership is interesting and it's also changing in the age of AI because how do you have a marketing team that you can run with one person? Should you? So essentially what I realize is that there's a C-suite This is not one person. It is a C-suite, and the CEO or the founder is on top of that. So, my initial problem was not leadership because fairly user experience with neurocritical care director, director of tele-ICU, and then of course working in different organizations, that was fairly done. What was hardest for me is to be what we call leadership training for my C-suite, which was the hardest part because, um, it is very different that, that perspective changes and more importantly, perceptions change. So that's hard.
Yeah. Well, well, what are one or two things that you have learned the hard way along your journey?
Things do at times take time. You just have to be patient, actually. That would be, say that, you know, patience is extremely important. And that's where my wife comes in. She always Reminds me again and again that anything worth doing in life at least takes 7 years. Medical school, 4 years, 3 years of residency. I mean, even in any other career in your life where you come in, out, it takes 7 years. And, I know it's just a real odd situation with this VC funds and all of that. And, my investors ask me, oh, well, he's saying 3 years. And, I was like, go with him. I'm not going to— I'm just going to be very honest and clear. Anything worth doing in life requires time and patience. And then the second big, of course, is with the patience is resilience. That's where the second important thing is. And that's what I keep teaching my leadership now.
Yeah.
I think the biggest, the best book I've read is Grit. If you're going to spend money behind a founder, which is again, early-stage investors, essentially the founder, because co-founders even leave and everything. But the point, the definition of grit is essentially doing hard work persistently for a number of years. And that's grit.
Yeah.
Without basically tiring out and everything. And that's, I think, is my biggest lesson that I realized. And I'll keep telling physicians entrepreneurs that you need to be patient because For you, and by the way, just to give you an example, the average physician lifetime income is going to be $25 million with a $5 million savings at the end. Maybe it's just, of course, some people do better and all of that.
Right.
But at the end of the day, and if you're thinking you're going to make a startup for the $50 million or $100 million or $500 million without medical school, residency, fellowship, come on.
So anyways, Yeah, let's, let's end by going back almost to the beginning. Was there anything that your parents forced you to do when you were a kid growing up and maybe rolled your eyes, but now that you look back, you're glad they did it?
Oh yeah, I was essentially a kid with ADHD supposedly, and my mother was extremely strict and I'm extremely grateful to her for that. But once I did But she understood because, you know, when I, when I commit, I commit. I mean, there's a small story in the first grade. Actually, I failed on the midterms because there was a midterm. And then my mom was like, are you crazy? I said, don't worry, I'll, I'll be fine. And then I, I came the first in class at the end because my mom was like, dude, what is the problem? And it just was a little switch that goes off. And that's very important for parents to understand in this age of extreme distraction and beautiful distraction with these AI images and everything that it is. You just need to refocus patiently and everything. So that's number one. And the second thing that my dad taught me is the word value itself. Anytime you would have a discussion, he would have, okay, what is the value? And he would say, okay, what is the time commitment? What is the money commitment? What is this commitment? And 10 is identity. If I have to, any purchase is concerned, and he would have, yes, like I would do courses. Look, Junaid, you can't do all the courses. Just define value, value, value. So I'm very grateful for my dad on that regard, being a business-minded person and everything he has to do with calculation that he instilled in me that always calculate value and then always wear different hats, time value, money value, opportunity cost as a value, all of these things. So my parents were amazing and they did set me straight. I'm just being honest.
Yeah, yeah, no, I love that. And you're still in touch with them. Like you have regular interactions.
If I don't call a day, which is, by the way, I've been calling them and my wife is like, what kind of person are you? You have to call your mom every day. But anyways, I do. I do call my mom every day practically. And if I don't, she would like, what happened? And she would call my wife first because she knows I may be in the meetings or something. And then like, yeah. We go over weekend and then we all brothers and sisters get together. My parents are all about grandkids at that time.
Yeah. Yeah.
And all of the grandkids were there and they're just having fun with the grandkids. So they're not going to even chat with me or anything. So I specifically make sure that I alone and not my brothers or sisters are allowed either. Like every Wednesday or so, 12 noon, I take them for lunch outside. Then the reason behind it is my mom, loves cooking and she gives it, wants to give it, but I bring it back home. But, I take my parents out for lunch so that I can hear directly from them.
Yeah. You're a good man. I really appreciate you taking the time and sharing with us about your journey all from, speaking of Journey, your favorite band, and then your life mantra and message all around Save a Life, which is also the name of the company. And then sharing with us about your roots in Pakistan, India, and coming over to the United States. And I liked how you talk about your 3 identities as a healer, scientist, and entrepreneur. And then talked about your career, talked about SaveLife.ai, all the great things and how it's saving lives all around the world. And then your whole journey into entrepreneurship. And I like what you said about medicine is the easy part. Taking care of humans is a lot harder. Whenever you get humans involved, there's something about that. And then what I like, we talk a lot about leadership, but the thing I picked out the best, Junaid, is it's okay to nap and it's important. So you're a neurologist, so we know it's fact how important napping is. And then you also talked about grit, the need for grit and being patient, the 7-year mark, the wisdom from your wife. What did we miss or anything you want to double down on? I'll give you the last word.
Yeah. Now, AI, people are talking about it and it's sort of an odd situation and we're calling it as an AI bubble. This is a circle between NVIDIA, OpenAI, AMD, Microsoft, and all of that. And this has been what the history of any technological advancement, everything comes out of a dot-com bubble, like Amazon, Google, and everything. And then if you really look at the history, you're going to see that Google has acquired what, 27 to 100 companies. So have Microsoft. So have this. So I'm going to tell you right now that it scares the shit out of me now. personally because it never used to. Believe me, there's a click that happened this year because we have reasoning models, we have degrees in this. So my last thing would be that please learn artificial intelligence, how to use these new tools on a regular basis.
Yes.
And number 3 is that I think healthcare may be the most important and fascinating and exciting application of artificial intelligence. So I would recommend that everyone should teach their kids, Learn them, develop those skills actively because the future is the era of AI.
Dr. Junaid Khaliya, thank you for being guest on Digital Voices.
Thank you so much, Chris.
Thank you for listening to Digital Voices. We hope today's conversation sparked ideas, reflection, and connection. Subscribe on YouTube, Apple, and Spotify Podcasts so you don't miss an episode.
