Investigate issue #222 to understand the specific problem that AppVeyor build could prevent. Then create an appveyor.yml configuration for the Python project, including build and test steps. Check bowtie's existing CI setup (if any) and Python version requirements.
appveyor build · jwkvam/bowtie#226 | Good First Issue