Talk amongst yourselves - here's a topic: How to purify a protein without a tag.
A favorite purification mode for an unknown target - Ammonium Sulfate Precipitation, HIC, IEX works at small to medium scale.
What is your favorite old school purification mode that works for most of the proteins