diff --git a/examples/upload_to_s3/requirements.txt b/examples/upload_to_s3/requirements.txt
new file mode 100644
index 0000000..13c1d43
--- /dev/null
+++ b/examples/upload_to_s3/requirements.txt
@@ -0,0 +1,2 @@
+boto3==1.26.98
+hf_transfer==0.1.3
diff --git a/examples/upload_to_s3/upload.py b/examples/upload_to_s3/upload.py
new file mode 100644
index 0000000..9739b46
--- /dev/null
+++ b/examples/upload_to_s3/upload.py
@@ -0,0 +1,65 @@
+import boto3
+from hf_transfer import multipart_upload
+from math import ceil
+import os
+from time import time
+
+# 10 MiB
+CHUNK_SIZE = 10_485_760
+
+s3 = boto3.client("s3")
+
+bucket = "test-hf-transfer-multi-part-upload"
+bucket_key = "some_file"
+
+upload = s3.create_multipart_upload(
+    ACL="bucket-owner-full-control",
+    Bucket=bucket,
+    Key=bucket_key,
+)
+upload_id = upload["UploadId"]
+print("created multipart upload")
+
+file_name = "some_file"
+file_size = os.stat(file_name).st_size
+
+urls = []
+nb_parts = ceil(file_size / CHUNK_SIZE)
+for part_number in range(1, nb_parts + 1):
+    params = {
+        "Bucket": bucket,
+        "Key": bucket_key,
+        "PartNumber": part_number,
+        "UploadId": upload_id,
+    }
+    urls.append(
+        s3.generate_presigned_url(
+            ClientMethod="upload_part", Params=params, ExpiresIn=86400
+        )
+    )
+print("prepared parts urls")
+
+print("uploading parts...")
+start = time()
+responses = multipart_upload(
+    file_path=file_name,
+    parts_urls=urls,
+    chunk_size=CHUNK_SIZE,
+    max_files=64,
+    parallel_failures=63,
+    max_retries=5,
+)
+print(f"uploaded parts in {time() - start}")
+
+etag_with_parts = []
+for part_number, header in enumerate(responses):
+    etag = header.get("etag")
+    etag_with_parts.append({"ETag": etag, "PartNumber": part_number + 1})
+
+parts = {"Parts": etag_with_parts}
+
+s3.complete_multipart_upload(
+    Bucket=bucket, Key=bucket_key, MultipartUpload=parts, UploadId=upload_id
+)
+print("upload complete")
+