diff --git a/benchmarks/markdown_to_html/.caribou/config.yml b/benchmarks/markdown_to_html/.caribou/config.yml
new file mode 100644
index 00000000..953408d8
--- /dev/null
+++ b/benchmarks/markdown_to_html/.caribou/config.yml
@@ -0,0 +1,41 @@
+workflow_name: "markdown_to_html"
+workflow_version: "0.0.1"
+environment_variables:
+  - key: "ENV_VAR_1"
+    value: "value_1"
+iam_policy_file: "iam_policy.json"
+home_region:
+  provider: "aws"
+  region: "us-east-1"
+estimated_invocations_per_month: 1000000
+constraints:
+  hard_resource_constraints: # None for none
+    cost:
+      type: "absolute" # Absolute value as 'absolute' (in USD) or Percentage from deployment at home regions as 'relative' (In fractions such as 1.1)
+      value: 100
+    runtime:
+      type: "absolute"
+      value: 100
+    carbon:
+      type: "absolute"
+      value: 100
+  soft_resource_constraints: # None for none
+    cost: null
+    runtime: null
+    carbon: null
+  priority_order:
+    - cost
+    - runtime
+    - carbon
+regions_and_providers: # Either the user specify only allowed regions (which will override everything else)
+  allowed_regions:
+    - provider: "aws"
+      region: "us-east-1"
+  disallowed_regions:
+    - provider: "aws"
+      region: "us-east-2"
+  providers:
+    aws:
+      config:
+        timeout: 60
+        memory: 128
diff --git a/benchmarks/markdown_to_html/.caribou/iam_policy.json b/benchmarks/markdown_to_html/.caribou/iam_policy.json
new file mode 100644
index 00000000..c5cb2748
--- /dev/null
+++ b/benchmarks/markdown_to_html/.caribou/iam_policy.json
@@ -0,0 +1,31 @@
+{
+  "aws": {
+    "Version": "2012-10-17",
+    "Statement": [
+      {
+        "Action": [
+          "logs:CreateLogGroup",
+          "logs:CreateLogStream",
+          "logs:PutLogEvents"
+        ],
+        "Resource": "arn:aws:logs:*:*:*",
+        "Effect": "Allow"
+      },
+      {
+        "Action": ["sns:Publish"],
+        "Resource": "arn:aws:sns:*:*:*",
+        "Effect": "Allow"
+      },
+      {
+        "Action": ["dynamodb:GetItem", "dynamodb:UpdateItem"],
+        "Resource": "arn:aws:dynamodb:*:*:*",
+        "Effect": "Allow"
+      },
+      {
+        "Action": ["s3:GetObject", "s3:PutObject"],
+        "Resource": "arn:aws:s3:::*",
+        "Effect": "Allow"
+      }
+    ]
+  }
+}
diff --git a/benchmarks/markdown_to_html/.gitignore b/benchmarks/markdown_to_html/.gitignore
new file mode 100644
index 00000000..004c0f21
--- /dev/null
+++ b/benchmarks/markdown_to_html/.gitignore
@@ -0,0 +1 @@
+.caribou/deployment-packages/
\ No newline at end of file
diff --git a/benchmarks/markdown_to_html/LICENSE b/benchmarks/markdown_to_html/LICENSE
new file mode 100644
index 00000000..be6e49a2
--- /dev/null
+++ b/benchmarks/markdown_to_html/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2019 Princeton University
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
\ No newline at end of file
diff --git a/benchmarks/markdown_to_html/__init__.py b/benchmarks/markdown_to_html/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/benchmarks/markdown_to_html/app.py b/benchmarks/markdown_to_html/app.py
new file mode 100644
index 00000000..69770a4f
--- /dev/null
+++ b/benchmarks/markdown_to_html/app.py
@@ -0,0 +1,44 @@
+from typing import Any
+import markdown
+import base64
+import boto3
+import json
+from tempfile import TemporaryDirectory
+from caribou.deployment.client import CaribouWorkflow
+
+s3_bucket_name = "caribou-markdown-to-html"
+s3_bucket_region_name = "us-east-1"
+
+workflow = CaribouWorkflow(name="markdown_to_html", version="0.0.1")
+
+@workflow.serverless_function(
+    name="markdown_to_html",
+    entry_point=True,
+)
+def markdown_to_html(event: dict[str, Any]) -> dict[str, Any]:
+
+    if isinstance(event, str):
+        event = json.loads(event)
+
+    if "filename" in event:
+        filename = event["filename"]
+    else:
+        raise ValueError("No filename provided")
+
+    s3 = boto3.client("s3", region_name=s3_bucket_region_name)
+    
+    with TemporaryDirectory() as tmp_dir:
+        s3.download_file(s3_bucket_name, filename, f"{tmp_dir}/{filename}")
+
+        with open(f"{tmp_dir}/{filename}", "r") as f:
+            markdown_text = f.read()
+        
+        decoded_text = base64.b64decode(markdown_text).decode()
+        html_text = markdown.markdown(decoded_text)
+
+        with open(f"{tmp_dir}/{filename}.html", "w") as f:
+            f.write(html_text)
+        
+        s3.upload_file(f"{tmp_dir}/{filename}.html", s3_bucket_name, f"output/{filename}.html")
+
+    return {"status": 200}
\ No newline at end of file
diff --git a/benchmarks/markdown_to_html/readme.md b/benchmarks/markdown_to_html/readme.md
new file mode 100644
index 00000000..c57a36d4
--- /dev/null
+++ b/benchmarks/markdown_to_html/readme.md
@@ -0,0 +1,24 @@
+# Markdown to HTML Benchmark
+
+Source for the adapted version used by us: https://github.com/PrincetonUniversity/faas-profiler/blob/master/functions/markdown-to-html/markdown2html.py
+
+The markdown_to_html benchmark converts a input Markdown file to HTML. It uses an S3 bucket for input and output file storage and is deployed using the Caribou framework.
+
+The benchmark requires access to an S3 bucket named `markdown_to_html` with the AWS Region set to `us-east-1`. Alternatively, users can specify a different bucket name and region by modifying `s3_bucket_name` and `s3_bucket_region_name` in the app.py file.
+
+There needs to be a markdown file in the bucket.
+
+You can deploy the benchmark with the following command while inside the poetry environment:
+```
+caribou deploy
+```
+
+And then run the benchmark with the following command:
+```
+caribou run markdown_to_html-version-number -a '{"filename": "file.md"}'
+```
+
+To remove the benchmark, you can use the following command:
+```
+caribou remove markdown_to_html-version-number
+```
\ No newline at end of file
diff --git a/benchmarks/markdown_to_html/requirements.txt b/benchmarks/markdown_to_html/requirements.txt
new file mode 100644
index 00000000..482555ce
--- /dev/null
+++ b/benchmarks/markdown_to_html/requirements.txt
@@ -0,0 +1,4 @@
+markdown
+boto3==1.35.3
+pyyaml==6.0.2
+pytz==2024.1
diff --git a/benchmarks/markdown_to_html/src/.gitkeep b/benchmarks/markdown_to_html/src/.gitkeep
new file mode 100644
index 00000000..e69de29b
diff --git a/benchmarks/markdown_to_html/src/__init__.py b/benchmarks/markdown_to_html/src/__init__.py
new file mode 100644
index 00000000..e69de29b