Squeezing the water out well from the potatoes helps to make the tikkis crispy and helps absorb less oil.
Traditional way of making this tikkis are by boiling and mashing potatoes, adding all the above ingredients except rice flour/corn starch. You might need more bread crumbs though. Personally I like the grated style better.
These are not the traditional hash browns.