diff --git a/.gitignore b/.gitignore
index 15201ac..1d2217f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -169,3 +169,5 @@ cython_debug/
 
 # PyPI configuration file
 .pypirc
+
+
diff --git a/data/0.0/climb-test.txt b/data/0.0/climb-test.txt
new file mode 100644
index 0000000..b2c525f
--- /dev/null
+++ b/data/0.0/climb-test.txt
@@ -0,0 +1 @@
+climb test file v 0
\ No newline at end of file
diff --git a/data/0.0/run-text.txt b/data/0.0/run-text.txt
new file mode 100644
index 0000000..8b1fe77
--- /dev/null
+++ b/data/0.0/run-text.txt
@@ -0,0 +1 @@
+run test file v0
\ No newline at end of file
diff --git a/data/0.0/walk-test.txt b/data/0.0/walk-test.txt
new file mode 100644
index 0000000..defa8f2
--- /dev/null
+++ b/data/0.0/walk-test.txt
@@ -0,0 +1 @@
+walk test txt v0
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index 790838d..c30205d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,3 +4,6 @@ python-dateutil==2.9.0.post0
 pytz==2024.2
 six==1.17.0
 tzdata==2024.2
+
+## boto3 
+## from dotenv import load_dotenv 
\ No newline at end of file
diff --git a/src/s3_pipeline/README.md b/src/s3_pipeline/README.md
new file mode 100644
index 0000000..58dae84
--- /dev/null
+++ b/src/s3_pipeline/README.md
@@ -0,0 +1,62 @@
+# Required Libraries: 
+
+> pip install boto3 
+
+> pip install python-dotenv
+
+# Getting Access to S3: 
+After having a local version of the repo, in the Exoskeleton-AI create a .env file and config it like the following: 
+
+>AWS_ACCESS_KEY_ID=  
+
+>AWS_SECRET_ACCESS_KEY= 
+
+>AWS_BUCKET_NAME= mcmaster-exoskeleton-ai-data 
+
+>AWS_BUCKET_REGION= us-east-2
+
+and get the aws_access_key_id and aws_secret_access_key privately ( aws_bucket_name might be subjected to change) 
+
+
+# Viewing s3 bucket content 
+To view the s3 bucket's content(folders, subfolders, files) to find version numbers, files to download, etc.  
+
+Run this command:
+>python3 s3_bucketContent.py
+
+
+# Uploading/Downloading data
+To download/upload files from the s3 bucket.
+
+Run this command:
+>python3 s3_script.py 
+--action <strong>ACTION</strong> 
+--version <strong>VERSION</strong> 
+--function <strong>FUNCTION</strong> 
+--path <strong>PATH</strong><br>
+
+|Parameter|Description|Options| 
+|-|-|-|
+|<strong>ACTION</strong>| Upload or Download Exoskeleton Data| UPLOAD / DOWNLOAD
+|<strong>VERSION</strong>| Dataset Version| 1.0, 2.0, . . .
+|<strong>FUNCTION</strong>| Action for Exoskeleton| WALK, RUN, CLIMB
+|<strong>PATH</strong>| Path where data will be uploaded from, or downloaded to
+
+## Note: 
+
+It best suggested where you download and upload files from a folder inside the local repo on ur machine as for the paths to be less complicated, in the following example 
+the folder is called ***data***, the path must be relative to current directory that is currently being worked out of. 
+
+### Examples: 
+***Download***
+
+>python3 s3_script.py --action DOWNLOAD --version 1.0 --function WALK --path ../../data/1.0/walk.csv 
+
+
+make sure that the walk.csv file does exsist in the s3 bucket, if unsure which files exsist use the viewing s3 bucket script 
+
+***Upload*** 
+
+>python3 s3_script.py --action UPLOAD --version 2.0 --function RUN --path ../../data/2.0/run_v2.csv 
+
+will upload it into s3 as 2.0 / RUN / run_v2.csv 
diff --git a/src/s3_pipeline/s3_bucketContent.py b/src/s3_pipeline/s3_bucketContent.py
new file mode 100644
index 0000000..d4a015c
--- /dev/null
+++ b/src/s3_pipeline/s3_bucketContent.py
@@ -0,0 +1,36 @@
+# a script that can be run to find out all the folders and sub-folders ( CONTENT ) of the s3 bucket, otherwise ppl need to wait for others to response? import boto3
+## use this script to find the --version (could be anything) and the file name ( ends with .txt / .csv) to download in a file path (i.e folders) that exsist otherwise error
+
+import boto3  
+import os 
+from dotenv import load_dotenv 
+
+def list_all_contents():
+
+    load_dotenv() 
+    
+    AWS_ACCESS_KEY_ID = os.getenv("AWS_ACCESS_KEY_ID") 
+    AWS_SECRET_ACCESS_KEY= os.getenv("AWS_SECRET_ACCESS_KEY")
+    AWS_BUCKET_NAME= os.getenv("AWS_BUCKET_NAME")
+    AWS_BUCKET_REGION= os.getenv("AWS_BUCKET_REGION")
+
+    s3 = boto3.client(
+        "s3",
+        aws_access_key_id=AWS_ACCESS_KEY_ID,
+        aws_secret_access_key=AWS_SECRET_ACCESS_KEY,
+        region_name = AWS_BUCKET_REGION
+    )
+    
+    paginator = s3.get_paginator('list_objects_v2')
+    result = []
+
+    for page in paginator.paginate(Bucket = AWS_BUCKET_NAME):
+        for content in page.get('Contents', []):
+            result.append(content['Key'])
+
+    for item in result: 
+        print(item) 
+
+if __name__ == "__main__": 
+
+    list_all_contents() 
\ No newline at end of file
diff --git a/src/s3_pipeline/s3_script.py b/src/s3_pipeline/s3_script.py
new file mode 100644
index 0000000..e22bbe3
--- /dev/null
+++ b/src/s3_pipeline/s3_script.py
@@ -0,0 +1,66 @@
+import os 
+import boto3  ## (requirements.txt)
+
+import argparse ## in built python library 
+from dotenv import load_dotenv # pip install -dotenv ( requirements.txt  )
+
+def upload_data(version, function, path): 
+    try: 
+        s3.upload_file(path, AWS_BUCKET_NAME, f"{version}/{function}/{os.path.basename(path)}")
+        #basename = example: home/users/data.txt basename is the data.txt (what the file name will be in the bucket and what it should be when uploading as well)
+        print(f"Data uploaded to s3://{AWS_BUCKET_NAME}/{version}/{function}/{os.path.basename(path)}")
+    except Exception as e: 
+        print(f"Error uploading file: {e}")
+
+
+def download_data(version, function, path): 
+    
+    try: 
+        s3.download_file(AWS_BUCKET_NAME, f"{version}/{function}/{os.path.basename(path)}", path)
+        ## 
+        print(f"Data downloaded to {path}")
+    
+    except Exception as e : 
+        print(f"Error downloading data: {e}")
+
+
+def main(action, version, function, path): 
+    if action == "UPLOAD": 
+        upload_data(version, function, path)
+    elif action == "DOWNLOAD": 
+        download_data(version, function, path)
+
+
+
+if __name__ == "__main__": 
+    
+    load_dotenv() ## # reads .env file that will be git ignored so everyone accessing the data from the cloud needs to be 
+
+    AWS_ACCESS_KEY_ID = os.getenv("AWS_ACCESS_KEY_ID") 
+    AWS_SECRET_ACCESS_KEY= os.getenv("AWS_SECRET_ACCESS_KEY")
+    AWS_BUCKET_NAME= os.getenv("AWS_BUCKET_NAME")
+    AWS_BUCKET_REGION= os.getenv("AWS_BUCKET_REGION")
+
+    s3 = boto3.client(
+        "s3",
+        aws_access_key_id=AWS_ACCESS_KEY_ID,
+        aws_secret_access_key=AWS_SECRET_ACCESS_KEY,
+        region_name = AWS_BUCKET_REGION
+    )
+
+
+    parser = argparse.ArgumentParser(description="Upload or Download Exoskelton Sensor Data ")
+    parser.add_argument("--action", type=str, required= True, choices=["UPLOAD","DOWNLOAD"],help="Upload or Download Exoskeleton Data")
+    parser.add_argument("--version", type=str, required= True, help="Dataset Version (e.g 1.0, 2.0, ... )") 
+    ## any name that the team puts in? thats why there is no restriction on version naming ( i.e does not have to be numbers) 
+
+    parser.add_argument("--function", type=str, required= True, choices=["WALK","RUN","CLIMB"],help="Action for Exoskeleton")
+    parser.add_argument("--path", type=str, required= True, help="Path where data will be uploaded from, or downloaded to")
+    ## path must exsist, and file name must exsist under the function otherwise cannot download or upload 
+
+    # verion if action is upload and it is a new version then the new version type needs to exsist or something 
+    args = parser.parse_args() 
+    main(args.action, args.version, args.function, args.path)
+
+    ## just ask people to drag and drop the csv/text files in the data folder so that it would be easier for them to upload by having a simple predeteremined file path 
+    ## it would be ../../data/----- and where they place the rest of the data 
\ No newline at end of file