AI systems
When to use machine learning
A practical way to choose between rules, pretrained models, and custom machine learning.
Read postFounder & CEO of EigenH AI
Dheeraj Inampudi
I build healthcare AI grounded in applied mathematics and real-world machine learning.
After 11+ years building applied AI systems and engineering teams, I’m now working on the everyday problems inside healthcare practices. This is where I share what I learn along the way.
Applied mathematics
Machine learning systems
Healthcare technology
Ideas worth sharing
From work in progress to ideas worth coming back to.
Leadership
Leadership principles I practice
Notes on clarity, ownership, and leading engineering teams when code is cheap and judgment is not.
AI systems
LLM architecture mental models
How context, attention, activation cost, and failure behavior shape model selection.
What I’m building
Less administration.
More time for care.
At EigenH AI, we’re building AI agents for patient access, referrals, scheduling, and practice workflows. My focus is getting useful technology into everyday healthcare operations.
Currently
Building EigenH AI and writing down what the work is teaching me about AI, products, and better decisions.
More on what I’m doing