From AI-Generated Code to True Understanding
Join me on an 18-month journey from programming fundamentals to industrial AI mastery. Learn Python, Rust, Julia, C++, R, SQL, and MATLAB through real-world manufacturing applications. No more copy-paste coding – build genuine expertise from the ground up.
A structured learning journey designed to take you from programming basics to industrial AI expertise
Current Phase • 6 Blog Posts
Admitting what I don't know and building true foundations. No more faking it with AI-generated code. Learning variables, loops, functions, and data structures the right way.
6 Blog Posts
Developing solid programming skills across multiple languages. Understanding algorithms, time complexity, and writing production-ready code.
6 Blog Posts
The math that powers AI: Linear algebra, calculus, statistics, and optimization. Applied to real industrial problems like sensor data analysis and quality prediction.
6 Blog Posts
Core ML concepts applied to industrial data. From regression to neural networks, all implemented from scratch before using frameworks.
Real stories, real struggles, real learning. Follow my journey from copy-paste coder to AI engineer.
Month 00 • The Confession
After 3 years of "coding," I couldn't write FizzBuzz without Google. This is where my real journey begins.
Month 00 • Fundamentals
When someone asked what x = 5 actually means in memory, I froze. Time to understand variables properly.
Month 1 • Mathematics
How Netflix's recommendation algorithm helped recover missing temperature data and saved $2M annually.
Learning in public with structured milestones and real-world applications
18-month curriculum from basics to advanced industrial AI. Each month builds on the previous, ensuring solid foundations.
Every concept applied to actual manufacturing problems. Learn through steel production, sensor networks, and quality control.
Python, Rust, Julia, C++, R, SQL, and MATLAB. Choose the right tool for each industrial challenge.
Join me in transforming from copy-paste coder to industrial AI engineer