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Thank you for the feedback @scholzj . I managed to make it work by adding the following:

tls:  
  trustedCertificates:
  - secretName: kafka-connect-secret
    certificate: kafka.crt

It is now able to connect to broker port 9093.

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@firdaustahir
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