Background & work
About Amr Tweg
Founder of Mecha ML, working on projects across AI, software, and product development. I care about practical experimentation and understanding the problem before trying to build a solution.
How I work
A working method, not just a slogan.
I prefer to start with a clear question, build something testable, and listen to the results before expanding the idea. Not every experiment works, and that is part of the process.
01 — Question firstDefine the problem and context before choosing the technology or model.
02 — Build something testableA prototype is a tool for learning and measuring the idea, not merely a visual demo.
03 — Let results guide decisionsTreat success and failure as data that reduces guesswork and improves the next decision.