Author | Lightnews

Chukwuma Onyeije, MD

@chukwumaonyeije.bsky.social

94 followers 140 following 340 posts

Physician Founder CodeCraftMD.com - AI billing tools helping doctors reclaim time & focus on patients 🩺💻 | MFM Specialist | Ethical AI in medicine | Blogging @ doctorswhocode.blog

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Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 17d

I built CodeCraftMD.com to help physicians spend less time coding and more time caring for patients.

Using AI, CodeCraftMD turns clinical notes into clean, billable summaries — fast, accurate, and secure.

Built by a physician for physicians. 🩺💻

#AIinMedicine #MedTech #DoctorsWhoCode

CodeCraftMD | AI-Powered Medical Billing Automation

CodeCraftMD.com

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 22h

Let’s redefine what it means to pass the next exam for humanity in medicine—one line of code, one patient at a time. 🌍❤️ #MedicalCoding #DigitalTransformation #CodeCraftMD

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 22h

For those who code & care: keep your clinical roots, embrace the tech, ask the hard questions. The tools you build will reflect your values and shape the future of care. 💡 #PhysicianCoder #HealthInnovation

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 22h

But here’s the kicker: we must meet the next “exam” with awareness. Bias, transparency, team-spirit: these aren’t optional. Code built without the clinician’s lens can harm. #EthicalAI #HealthEquity

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 22h

Instead of fearing automation, imagine leveraging it: taking repetitive tasks off the table so physicians focus on what matters most—empathy, judgement, healing. 🙌 #FutureOfMedicine #MedAI

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 22h

The physician-programmer bridges two worlds: patient care and code. This dual identity helps ensure tools aren’t just built for clinicians—they’re built with them. #DigitalHealth #CodingMD

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 22h

Humans will always be central to medicine—but next up is a “medical exam” for systems: can they understand nuance, context, and ethics the way clinicians do? 🤖🧠 #AIInMedicine #HealthTech

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 22h

🩺🚀 When physicians become coders, we unlock a new frontier: clinical insight + computational fluency. It’s not just about writing code—it’s about translating care into data. #MedTech #DoctorsWhoCode

doctorswhocode.blog/what-should-...

What Should Be the Response for “Doctors Who Code” and Humanity’s Next Medical Exam – Doctors Who Code

doctorswhocode.blog

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 12d

🩺 Doctors spend 2 hours on paperwork for every 1 hour of patient care.

🎥 Watch the full story on YouTube → www.youtube.com/watch?v=cmj0...

#AIinMedicine #HealthTech #CodeCraftMD

CodeCraftMD Digital Launch

YouTube video by Code Craft MD

www.youtube.com

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 12d

New Blog post next week: “Human ingenuity is bootstrapped.” — Sean McClure, Discovered Not Designed.

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 15d

Learn more at CodeCraftMD.com

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 15d

doctorswhocode.blog/data-driven-...

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 17d

CodeCraftMD | AI-Powered Medical Billing Automation

CodeCraftMD.com

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 22d

🚀 Data-driven pregnancies: CGM helps clinicians predict, prevent & personalize care in diabetes.
➡️ A revolution for maternal & fetal health.
🔗 doctorswhocode.blog/data-driven-...

#HealthcareInnovation #PregnancyCare #Diabetes

Data-Driven Pregnancies: Continuous Glucose Monitoring and the Revolution in Diabetes Care – Doctors Who Code

doctorswhocode.blog

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 22d

✨ Imagine: A1C <6% in pregnancy, minimal hypoglycemia, improved neonatal health. CGM isn’t just a gadget—it’s the new standard of care.
Read more 👉 doctorswhocode.blog/data-driven-...

#MFM #DoctorsWhoCode #DiabetesTech

Data-Driven Pregnancies: Continuous Glucose Monitoring and the Revolution in Diabetes Care – Doctors Who Code

doctorswhocode.blog

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 22d

📊 For Type 1, Type 2 & GDM, CGM provides real-time insights ➡️ fewer surprises, safer pregnancies, better outcomes.
Maternal-fetal medicine meets data science.
👩🏽‍⚕️👶🏽💻
#MedTwitter #CGM #AIinMedicine

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 22d

💡 Continuous Glucose Monitoring (CGM) is transforming diabetes in pregnancy care! From tighter A1C control to reduced risks, tech is rewriting outcomes for moms + babies.
🔗 doctorswhocode.blog/data-driven-...

#DiabetesCare #Pregnancy #DigitalHealth

Data-Driven Pregnancies: Continuous Glucose Monitoring and the Revolution in Diabetes Care – Doctors Who Code

doctorswhocode.blog

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 22d

🌍 Why it matters: ML shapes healthcare, society, and even our spiritual questions about trust & responsibility.

Where do you see machine learning in *your* daily life? 🤔

👉 Full post: doctorswhocode.blog/what-is-mach...
#AI #Ethics #DoctorsWhoCode

What Is Machine Learning? – Doctors Who Code

doctorswhocode.blog

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 22d

📐 Math is the backbone of ML:
🔹 Linear algebra → data representation
🔹 Calculus → optimization
🔹 Probability → uncertainty

Elegant tools, powerful outcomes.

#Math #AI #DoctorsWhoCode

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 22d

👨🏽‍⚕️ Three main types of ML:
✅ Supervised (learn from labeled data)
🌀 Unsupervised (find hidden patterns)
🎯 Reinforcement (trial + error guided by feedback)

Each has massive potential in healthcare & beyond.

#MedTwitter #MachineLearning

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Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 22d

🧩 Arthur Samuel called ML “learning without being explicitly programmed.”
📊 Tom Mitchell refined it: Task (T), Experience (E), Performance (P).
At its core, ML = systems improving from data.

#AI #DataScience

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 22d

🤖✨ Machine Learning isn’t magic—it’s math. From voice assistants to medical imaging, ML is shaping our world. I break it down in my latest post. 🧵
👉 doctorswhocode.blog/what-is-mach...
#MachineLearning #AI #DoctorsWhoCode

What Is Machine Learning? – Doctors Who Code

doctorswhocode.blog

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Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · 27d

📖 Just started Why Machines Learn. Rare to find an AI book that promises both accessibility and the math behind the ideas. Excited to see if it lives up to the hype as more than just anecdotes. #AI #MachineLearning
Why Machines Learn — Anil Ananthaswamy share.google/22Gnsy9RwMf0...

Why Machines Learn — Anil Ananthaswamy

“Through Two Doors at Once  offers beginners the tools they need to seriously engage with the philosophical questions that likely drew them to quantum mechanics.” — Science ( full review here ...

share.google

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · Sep 17

I agree entirely

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · Sep 17

Confidence ≠ competence — that’s true for people and algorithms. But fear isn’t the answer.
Join us in balancing safety + innovation in AI for healthcare.
#HealthTech #AIforGood ✨⚖️

Chukwuma Onyeije, MD @chukwumaonyeije.bsky.social · Sep 17

When we shout ‘AI killed someone!’ we lose sight of the bigger picture.
AI isn’t perfect — but neither is simply rejecting it.
Read why responsible AI + doctors = better care.
#DigitalHealth #AIethics 🧠💡