[Python] Unable to run code to invoke Bedrock Model

I am trying to run this code to validate my access to a Bedrock model

import boto3
import json

bedrock_runtime = boto3.client("bedrock-runtime", region_name="us-east-2")


response = bedrock_runtime.invoke_model(
#modelId="anthropic.claude-3-sonnet-20240229-v1:0",
modelId = "arn:aws:bedrock:us-east-2:436759792746:inference-profile/us.anthropic.claude-sonnet-4-20250514-v1:0",
body=b'{"prompt":"Hello, Claude!", "max_tokens":100}',
contentType="application/json",
accept="application/json"
)
print(response['body'].read())


This is the IAM policy for the AWS CLI profile user which is being used to invoke the code

{
"Version": "2012-10-17",
"Statement": [
{
"Sid": "AllowListingBedrockModels",
"Effect": "Allow",
"Action": [
"bedrock:ListFoundationModels"
],
"Resource": "*"
},
{
"Sid": "AllowInvokeClaude4",
"Effect": "Allow",
"Action": [
"bedrock:InvokeModel",
"bedrock:InvokeModelWithResponseStream"
],
"Resource": [
"arn:aws:bedrock:us-west-2::foundation-model/anthropic.claude-opus-4-20250514-v1:0",
"arn:aws:bedrock:us-east-1::foundation-model/anthropic.claude-sonnet-3-20240229-v1:0",
"arn:aws:bedrock:us-east-2::foundation-model/anthropic.claude-sonnet-4-20250514-v1:0",
"arn:aws:bedrock:us-west-2::foundation-model/anthropic.claude-sonnet-4-20250514-v1:0",
"arn:aws:bedrock:us-east-1::foundation-model/anthropic.claude-sonnet-4-20250514-v1:0",
"arn:aws:bedrock:us-west-2:436759792746:inference-profile/us.anthropic.claude-sonnet-3-20240229-v1:0",
"arn:aws:bedrock:us-west-2:436759792746:inference-profile/us.anthropic.claude-opus-4-20250514-v1:0",
"arn:aws:bedrock:us-east-2:436759792746:inference-profile/us.anthropic.claude-sonnet-4-20250514-v1:0",
"arn:aws:bedrock:us-east-1:436759792746:inference-profile/us.anthropic.claude-sonnet-4-20250514-v1:0",
"arn:aws:bedrock:us-west-2:436759792746:inference-profile/us.anthropic.claude-sonnet-4-20250514-v1:0"
]
}
]
}


But I am still getting this error

Traceback (most recent call last):

File "/Users/mayukhghosh/Library/Mobile Documents/com~apple~CloudDocs/Desktop/Code/amazon-bedrock-agents-quickstart/streamlit_agent/test_model_access.py", line 7, in <module>
response = bedrock_runtime.invoke_model(
File "/Users/mayukhghosh/anaconda3/lib/python3.10/site-packages/botocore/client.py", line 595, in _api_call
return self._make_api_call(operation_name, kwargs)
File "/Users/mayukhghosh/anaconda3/lib/python3.10/site-packages/botocore/context.py", line 123, in wrapper
return func(*args, **kwargs)
File "/Users/mayukhghosh/anaconda3/lib/python3.10/site-packages/botocore/client.py", line 1058, in _make_api_call
raise error_class(parsed_response, operation_name)
botocore.errorfactory.AccessDeniedException: An error occurred (AccessDeniedException) when calling the InvokeModel operation: You don't have access to the model with the specified model ID.

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