These are the immature fruit it produces.

The mature fruit turning red. Are these fruit edible?

looks like Chamaedorea microspadix

I'd agree, Chamaedorea microspadix. I have never heard of any Chamaedorea fruits being edible. Some palms have highly toxic fruits so I wouldn't be tempted to try any if I didn't know for sure they were okay.

I've made a google search on it and it's also known as the Bamboo palm. Yes, indeed the fruit is toxic. I wouldn't try to eat it without making sure first. Even my pet bunny wouldn't eat any new food I give him without some hesitation by sniffing and checking it out first! ... lol.

Thank you both lzddr and tropicbreeze for helping me out here.