Wrong timezone using haproxy module

I have the same issue as [Still Not Solved!] Filebeat cannot recognize timezone in syslog

HAProxy logs have the correct date on the server, the server timezone is set to UTC-8 (Pacific), but the timestamp being sent to elasticsearch doesn't have the timezone info.

e.g this log file entry was generated at 9:39am PDT
"@timestamp": "2019-08-22T09:39:29.445Z",

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