Research projects exploring multilingual programming and its impact on developer experience and AI models.
Expedition Tiny Aya (March 2026)
Language, Decoded: Exploring the impact of native-language code on multilingual AI models. A 2-week research hackathon in collaboration with Cohere's Expedition Tiny Aya, testing whether multilingual code (transpiled and natively written) improves model reasoning, world knowledge, and instruction following.
Developer Experience Survey — Understanding the developer experience for non-native English speakers.
Survey Link (if you're a non-native English speaker working in tech)
Thanks goes to these wonderful people (emoji key):
 Madi (Pfaff) Edgar 🔬 💻 🔣 📆 |
 Saad A. Bazaz 🔬 💻 🔣 |
 Rashik Shahjahan 🔬 💻 🔣 |
 Khojasteh Mirza 🔬 💻 🔣 |
 Rafay Mustafa 🔬 🔣 🌍 |
 Sarah Jawaid 🔬 🔣 🌍 |
 Sohaib Ahmed Bazaz 🔬 🔣 🌍 |
This project follows the all-contributors specification. Contributions of any kind welcome!