docs: add guidance section for new contributors in README

Added section for new contributors with guidance.

Author: Tithi234

README.md

@@ -41,6 +41,20 @@ Implementations are for learning purposes only. They may be less efficient than
 
 ## 🚀 Getting Started
 
+📋 Read through our [Contribution Guidelines](CONTRIBUTING.md) before you contribute.
+
+### 🧑‍💻 New Contributors
+
+If you are new to open source, this repository is a great place to get started.
+
+- Browse issues labeled **good first issue** or **documentation**
+- Start with small, focused changes to understand the contribution workflow
+- Make sure your pull requests follow the guidelines and pass all automated checks
+
+For questions or guidance, feel free to reach out via our community channels below.
+
+
+
 📋 Read through our [Contribution Guidelines](CONTRIBUTING.md) before you contribute.
 
 ## 🌐 Community Channels