Digital Transformation · Agentic AI · UI / UX
Hi, I'm Muhammad
Kashif Saleem.
I architect systems (cloud, on-prem, and everything in between), engineer data pipelines, and build agentic AI, wrapping it all in interfaces people actually enjoy using.
Latest Post ·
The reasoning tax
"To reason or not to reason" is a real engineering question now. Reasoning models are powerful on the right problems, but they don't belong everywhere, and the cost of getting this wrong shows up fast.
More writing
- Eight UX rules I keep using for AI-powered apps
- RAG doesn't do math
- Most digital transformation is just expensive renovation
- A small Python pattern for safer LLM tool calls
- Six questions about AI from people who don't write code