# A Multilingual Python Programming Language > Public Grayhat research publication detail for A Multilingual Python Programming Language. ## Document Metadata - Canonical human URL: https://grayhat.studio/no-NO/research/publications/multilingual-python-programming-language - Content language: no-NO - Variant: compact ### Discovery Links - [Human Page](https://grayhat.studio/no-NO/research/publications/multilingual-python-programming-language) - [Compact LLM](https://grayhat.studio/no-NO/research/publications/multilingual-python-programming-language/llms.txt) - [Full LLM](https://grayhat.studio/no-NO/research/publications/multilingual-python-programming-language/llms-full.txt) - [Root LLM Context](https://grayhat.studio/no-NO/llms.txt) - [Sitemap](https://grayhat.studio/sitemap.xml) - [Robots](https://grayhat.studio/robots.txt) - [OpenAPI](https://grayhat.studio/api/openapi.json) - [API Catalog](https://grayhat.studio/.well-known/api-catalog) ## Site Header ### Company Information - Company: Grayhat Developers PVT Ltd - Brand: Grayhat - Base URL: https://grayhat.studio/ - Tagline: We build cool stuff - Description: Grayhat develops technology solutions for clients around the world, ranging from startup apps to full-fledged existing systems. - Vision: We aim to make a significant impact in future tech, and build solutions which can be used by the people around us. - Established: 2022 - Service areas: Global ### Primary Navigation - [Home](https://grayhat.studio/no-NO) - [Careers](https://grayhat.studio/no-NO/careers) - [Team](https://grayhat.studio/no-NO/team) - [Contact](https://grayhat.studio/no-NO/contact) - [Projects](https://grayhat.studio/no-NO/projects) - [Clients](https://grayhat.studio/no-NO/clients) - [Research](https://grayhat.studio/no-NO/research) - [Blog](https://grayhat.studio/blog) - [About](https://grayhat.studio/no-NO/about) ### Social Links - [Facebook](https://facebook.com/grayhatdevelopers) - [Instagram](https://www.instagram.com/grayhatdevelopers) - [LinkedIn](https://www.linkedin.com/company/grayhatpk/) - [X](https://x.com/grayhatpk) - [YouTube](https://www.youtube.com/@grayhatdevelopers) ## Publication Details - Authors: Saad Ahmed Bazaz, Mirza Omer Beg - Year: 2025 - Venue: arXiv preprint arXiv:2510.09591 - Type: Paper - Area: Programming Languages - Abstract: All widely used and useful programming languages have a common problem. They restrict entry on the basis of knowledge of the English language. The lack of knowledge of English poses a major hurdle to many newcomers who do not have the resources, in terms of time and money, to learn the English language. Studies show that people learn better in their own language. Therefore, we propose a language transpiler built on top of the Python programming language, called UniversalPython, which allows one to write Python in their own human language. We demonstrate the ability to create an Urdu Python with this transpiler. In the future, we aim to scale the language to encapsulate more human languages to increase the availability of programming. 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