diff --git a/process_md_files.py b/process_md_files.py
deleted file mode 100644
index c0d03eb8e8..0000000000
--- a/process_md_files.py
+++ /dev/null
@@ -1,179 +0,0 @@
-#===========================================================================================================================
-#
-#===========================================================================================================================
-
-
-#===========================================================================================================================
-# Step-1. Importing Necessary Libraries
-#===========================================================================================================================
-import os     # to work with file paths and directories.
-import re     # for regular expression operations, which help find specific text patterns in our .md files.
-
-
-#===========================================================================================================================
-# Step-2. Define the Path to our old .md Files
-#===========================================================================================================================
-directory_path = r"C:\Users\Saidhanya\INTERNSHIP\awesome-gee-community-datasets\docs\projects"
-
-
-#===========================================================================================================================
-# Step-3. Create a New Template
-#===========================================================================================================================
-new_template = """
-# Title
-
-Required
-
-The name of the dataset
-
-## Description:
-
-Required
-
-Background information about the dataset and its history
-
-## Citations:
-
-### Publication DOI
-
-Required
-
-[hyperlink]()
-
-### Dataset DOI
-
-Optional
-
-
-[hyperlink]()
-
-### Published Paper Citations
-
-Required
-
-[hyperlink]()
-
-Insert Github GIF Link
-
-## Earth Engine Snippet:
-
-### Sample Code
-
-Required
-
-`Block Code`
-
-**Link for sample code:** [Sample code]()
-
-### Sample Application
-
-Optional
-[hyperlink]()
-
-## License
-
-Required
-
-## Keywords
-
-Required
-
-## Date Created
-
-Use the one given updated date
-
-## Changelog
-
-Optional
-
-## Provider
-
-Company's/Agency
-
-## Curated in GEE by
-Samapriya Roy
-"""
-
-#===========================================================================================================================
-# Step 4: Extract Content from Old `.md` Files
-#===========================================================================================================================
-#Create a function that reads the old `.md` content and extracts parts of it.
-def extract_content(old_md_content):
-    extracted_content = {
-        "title": "N/A",
-        "description": "N/A",
-        "earth_engine_snippet": "N/A",
-        "usage": "Optional section not found",
-        "sample_code": "N/A",
-        "sample_application": "Optional section not found",
-        "citations": "N/A",
-        "license": "N/A",
-        "keywords": "N/A",
-        "created_provided": "N/A",
-        "curated_by": "N/A"
-    }
-    
-    # Define regular expressions for each section based on the old Markdown structure
-    patterns = {
-        "title": r"^# (.+)",
-        "description": r"\n\n(.+?)\n\n####",
-        "earth_engine_snippet": r"```js\n([\s\S]+?)\n```",
-        "usage": r"#### Usage\n\n(.+)",
-        "sample_code": r"Sample code: (https?:\/\/[\S]+)",
-        "sample_application": r"#### Sample Application\n\n(.+)",
-        "citations": r"#### Citation\n\n(.+)",
-        "license": r"#### License\n\n(.+)",
-        "keywords": r"Keywords: (.+)",
-        "created_provided": r"Created & provided by: (.+)",
-        "curated_by": r"Curated by: (.+)"
-    }
-    
-    for key, pattern in patterns.items():
-        match = re.search(pattern, old_md_content, re.MULTILINE)
-        if match:
-            extracted_content[key] = match.group(1).strip()
-        else:
-            # If the section is not found, use the default value set in the dictionary
-            continue
-    
-    return extracted_content
-
-
-
-#===========================================================================================================================
-# Step-5: Iterate Over Old .md Files and Create New Ones
-#===========================================================================================================================
-# Assuming the extract_content function is defined as per the previous step
-
-# Directory path where the old .md files are located
-directory_path = r"C:\Users\Saidhanya\INTERNSHIP\awesome-gee-community-datasets\docs\projects"
-
-# New directory to save the updated .md files
-# This path adds a subdirectory 'updated_md_files' to the original directory
-new_directory_path = os.path.join(directory_path, "updated_md_files")
-os.makedirs(new_directory_path, exist_ok=True)  # Creates the directory if it doesn't exist
-
-# Loop through all the .md files in the original directory
-for filename in os.listdir(directory_path):
-    if filename.endswith(".md"):
-        # Construct the full path to the current .md file
-        old_file_path = os.path.join(directory_path, filename)
-        
-        # Read the old Markdown file content
-        with open(old_file_path, 'r', encoding='utf-8') as file:
-            old_md_content = file.read()
-
-        # Use the extract_content function to get the content for the new template
-        content = extract_content(old_md_content)
-
-        # Populate the new Markdown template with the extracted content
-        new_md_content = new_template.format(**content)  # **content unpacks the dictionary into the format function
-
-        # Define the path for the new .md file within the new directory
-        new_file_path = os.path.join(new_directory_path, filename)
-
-        # Write the new Markdown content to the file
-        with open(new_file_path, 'w', encoding='utf-8') as new_file:
-            new_file.write(new_md_content)
-
-        print(f"New file created: {new_file_path}")