Amr Tweg

I build and experiment with AI products and software, with an interest in human–computer interfaces.

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I care about practical experimentation, useful products, and understanding the problem before trying to solve it.

Areas I work on

AI Systems

Machine Learning

Wearable Computing

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.

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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.

Mecha ML · Official Film

Introducing Mecha ML as a specialized artificial intelligence laboratory

The official film presenting the lab, its research identity, and its direction in building and experimenting with AI systems and products.

Official film · Mecha ML Artificial Intelligence Laboratory

Predictive Analysis

Building data-driven experiments to understand patterns and test measurable hypotheses.

Custom AI & LLMs

Developing language and computer-vision applications around the needs of each project.

Product Building

Taking an idea to a prototype, testing it, and improving it based on usage and results.

Selected moments

From the work