Fix typo contributions

README.md

@@ -20,11 +20,11 @@ MALIBA-AI is a pioneering community initiative dedicated to developing open-sour
 To build an inclusive AI ecosystem in Mali by developing open-source models in local languages, fostering innovation, and empowering communities through accessible AI education and research.
 
 ## 🔑 Core Initiatives
-Our core research and development will be focus on:
+Our core research and development will focus on:
 
 ### Local Language AI Development
 - Building Speech recognition systems, Neural machine translation, and Text-to-speech engines, large language models for Mali's indigenous languages
-- Collecte data on Mali's indigenous languages and make them available for AI communauty and research 
+- Collect data on Mali's indigenous languages and make them available for AI community and research 
 - Creating NLP tools for language preservation and documentation
 
 
@@ -66,4 +66,4 @@ Help us build AI solutions for Mali:
 *"Innovation through collaboration, impact through local action."*
 
 Licensed under [Apache License 2.0](LICENSE)
-Join us in shaping the future of AI in Mali—one project, one language, and one solution at a time!
+Join us in shaping the future of AI in Mali: one project, one language, and one solution at a time!