diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 30e0b5fd..f7fe44e5 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -190,10 +190,9 @@ jobs:
     - name: run PubSub sample
       run: |
         python ./utils/run_in_ci.py --file ./.github/workflows/ci_run_pubsub_cfg.json
-    # TODO Temporarily disable this job. Enable it after the issue is properly fixes.
-    # - name: run Windows Certificate Connect sample
-    #   run: |
-    #     python ./utils/run_in_ci.py --file ./.github/workflows/ci_run_windows_cert_connect_cfg.json
+    - name: run Windows Certificate Connect sample
+      run: |
+        python ./utils/run_in_ci.py --file ./.github/workflows/ci_run_windows_cert_connect_cfg.json
     - name: configure AWS credentials (MQTT5)
       uses: aws-actions/configure-aws-credentials@v2
       with:
diff --git a/utils/run_in_ci.py b/utils/run_in_ci.py
index ecd86b5a..f87302c3 100644
--- a/utils/run_in_ci.py
+++ b/utils/run_in_ci.py
@@ -147,7 +147,18 @@ def make_windows_pfx_file(certificate_file_path, private_key_path, pfx_file_path
 
         # Import the PFX into the Windows Certificate Store
         # (Passing '$mypwd' is required even though it is empty and our certificate has no password. It fails CI otherwise)
-        import_pfx_arguments = ["powershell.exe", "Import-PfxCertificate", "-FilePath", pfx_file_path, "-CertStoreLocation", "Cert:\\" + pfx_certificate_store_location, "-Password", "$mypwd"]
+        import_pfx_arguments = [
+            "powershell.exe",
+            # Powershell 7.3 introduced an issue where launching powershell from cmd would not set PSModulePath correctly.
+            # As a workaround, we set `PSModulePath` to empty so powershell would automatically reset the PSModulePath to default.
+            # More details: https://github.com/PowerShell/PowerShell/issues/18530
+            "$env:PSModulePath = '';",
+            "Import-PfxCertificate",
+            "-FilePath", pfx_file_path,
+            "-CertStoreLocation",
+            "Cert:\\" + pfx_certificate_store_location,
+            "-Password",
+            "$mypwd"]
         import_pfx_run = subprocess.run(args=import_pfx_arguments, shell=True, stdout=subprocess.PIPE)
         if (import_pfx_run.returncode != 0):
             print ("ERROR: Could not import PFX certificate into Windows store!")