Can I reset admin password using console CLI interface? Didn't see anything like that when I run the
craft file directly and it displayed list of commands.
There's not a native Craft console command that could do that, but plugins can supply there own console commands, so you can write a plugin that added a command to do so.
Craft 2 plugin docs: https://docs.craftcms.com/v2/plugins/introduction.html
Craft 3 plugin docs: https://docs.craftcms.com/v3/extend/plugin-guide.html
And you can generate plugin boilerplate for both versions here: https://pluginfactory.io/ and there's even a "Console Commands" checkbox you can tick.