My question has been resolved. I have added the application plugin to my project and ran ./gradlew installDist and everything worked fine. I also had the possibility to run my app using ./gradlew run or even use the shadow plugin which would generate a JAR with all the dependencies in it.
Thanks to Kotlin community on Slack.
Link to conversation on Slack