Linear Algebra Is All You Need: The Math Behind Every AI Model
14 min read
Featured10 min read
Building Medical AI: A Complete Guide To Pathology Slide Analysis
Posted 2026-03-28
What Is Prompt Engineering? A Complete Guide From Definition To Production
10 min read
LLM Cost Optimization: Token Efficiency, Caching, and Prompt Design
7 min read
What Is Eval-Driven Development? How to Ship AI Features Without Guessing
7 min read
Training a 12-Billion Parameter Model: Architecture Decisions and Tradeoffs
12 min read
Cantor's Diagonal Argument: Why Some Infinities Are Bigger Than Others
10 min read
Biochemical Pathway Discovery: Cross-Referencing Research Papers With AI
8 min read
The Basel Problem: How Euler Proved That 1/1² + 1/2² + 1/3² + ... = π²/6
12 min read
Building PreMeder: From Personal Frustration to 12,000 Users
9 min read
Designing a Programming Language for Machine Learning From Scratch
11 min read
Euler's Identity: The Most Beautiful Equation in Mathematics
11 min read
The Pre-Med Tech Stack: Tools Every Applicant Should Know About
6 min read
Getting Started with Medical Image Classification Using Deep Learning
8 min read
Phage Therapy and Computational Biology: Where Lab Meets Code
9 min read
Building Real-Time Data Pipelines: From Research to Production
7 min read
Five Unsolved Conjectures That Shape Modern Mathematics
10 min read
Gödel's Incompleteness Theorems: The Limits of What Math Can Prove
9 min read
Topological Data Analysis: How Shape Theory Is Changing Medicine
8 min read
Stay in the loop
Follow along as I explore the intersection of medicine, AI, and engineering.
Just honest writing, straight from me. Unsubscribe anytime.