Proofread/Review/Feedback for README.md

**Is your feature request related to a problem? Please describe.**
Ensure the README.md understandable for users of all experience levels and domain expertise.

**Describe the solution you'd like**
Would be great to get some feedback on the readme to flush out anything that is unclear/not obvious and or spelling/grammar mistakes. Please open a PR for review.

