chore: edit readme [skip ci]

Author: aminya

README.md

@@ -1,34 +1,35 @@
 [![Build Status](https://travis-ci.org/atom-ide-community/fuzzaldrin-plus-fast.svg?branch=master)](https://travis-ci.org/atom-ide-community/fuzzaldrin-plus-fast) [![Build Status](https://ci.appveyor.com/api/projects/status/github/atom-ide-community/fuzzaldrin-plus-fast?svg=true)](https://ci.appveyor.com/project/atom-ide-community/fuzzaldrin-plus-fast)
 
+Fast fuzzy-search - the native replacement for `fuzzaldrin-plus`
 
-# What is fuzzaldrin-plus-fast ?
-* Fuzzaldrin plus is an awesome library that provides fuzzy search that is more targeted towards filenames.
-* Fuzzaldrin-plus-fast is a rewrite of the library in native c++ to make it fast. The goal is to make it a few hundred millisecond filter times for dataset with 1M entries. This performance is helpful in atom fuzzy finder to open files from large projects such as chrome/mozilla.
+# What is fuzzaldrin-plus-fast?
+* Fuzzaldrin plus is an awesome library that provides fuzzy-search that is more targeted towards filenames.
+* Fuzzaldrin-plus-fast is a rewrite of the library in native C++ to make it fast. The goal is to make it a few hundred millisecond filter times for a dataset with 1M entries. This performance is helpful in Atom's fuzzy finder to open files from large projects such as Chrome/Mozilla.
 
 This project potentially solves the following Atom fuzzy-finder issues if used.
 https://github.com/atom/fuzzy-finder/issues/271
 https://github.com/atom/fuzzy-finder/issues/88
 
-# How performance is improved ?
-Fuzzaldrin-plus-fast achieves 10x-20x performance improvement over Fuzzaldrin plus for chromium project with 300K files. This performance is achieved using the following techniques.
-* Converting javascript/coffeescript code to native c++ bindings provides 4x performance benefit.
-* Use multiple threads to parellize computation to achieve another 4x performance benefit. Currently upto 8 threads are used if there are more than 10K candidates to filter.
-* Some miscellaneous improvements provide additioal benefit.
+# How performance is improved?
+Fuzzaldrin-plus-fast achieves 10x-20x performance improvement over Fuzzaldrin plus for chromium project with 300K files. This high performance is achieved using the following techniques.
+* Converting Javascript/CoffeeScript code to native C++ bindings provides 4x performance benefit.
+* Use multiple threads to parallelize computation to achieve another 4x performance benefit. Currently, up to 8 threads are used if there are more than 10K candidates to filter.
+* Some miscellaneous improvements provide additional benefit.
 
-# Is the API the same ?
+# Is the API the same?
 API is backward compatible with Fuzzaldrin and Fuzzaldrin-plus. Additional functions are provided to achieve better performance that could suit your needs.
 
 # Info for Developers
-## How to release package to npmjs ?
+## How to release the package to npm?
 
 * Bump up version in package.json.
-* Create new release tag in github, for the bumped version. This should trigger builds in Travis CI, Appveyor and the following binaries will be uploaded to github.
-* Install prebuildify-ci to download prebuilt binaries from github releases
+* Create a new release tag in Github, for the bumped version. This should trigger builds in Travis CI, Appveyor and the following binaries will be uploaded to GitHub.
+* Install prebuildify-ci to download prebuilt binaries from GitHub releases
 ```
 npm install -g prebuildify-ci
 ```
 
-* Download the prebuilt binaries from github and publish.
+* Download the prebuilt binaries from GitHub and publish.
 ```
 prebuildify-ci download
 npm publish