The stack
// What I reach for first. Rust is the one I'm currently learning to argue with.
// Mostly Django and FastAPI on the backend. Next.js on the frontend when one is involved.
// What I'd reach for if you handed me a server today. PostgreSQL, Redis, and Docker do most of the lifting.
Daily driver
Editor
Terminal
Shell tools
OS
Currently exploring
// updated July 2026
LLMs
API integration, prompt patterns, RAG architectures.
Machine Learning
Fundamentals first. Then the interesting parts.
MLOps
The Ops side I get. The ML side I'm learning.
PyTorch
For the model-building side of the pivot.
MLflow
Experiment tracking. Starting to make sense.
Statistics
Because hand-wavy intuition only gets you so far.
AI Finance
Where systems thinking meets numbers that matter.