Writing

Thoughts on software engineering, systems thinking, and building things that work. Less about trends, more about what actually matters.

Career·Jan 20, 2025·4 min read

I Didn't Climb the Tech Ladder - I Fell Into It

Opportunities expire. What two missed chances taught me about timing, readiness, and learning systems the hard way.

careersoftware-engineeringsystemslearning

Engineering·Jan 20, 2025·4 min

What happens when you stop renting GPUs and start feeling constraints. A story about Colab bills, CUDA crashes, and why friction is the best teacher.

aisystemsinfrastructure