The present invention provides a synergistic formulation for finger millet based health drink powder comprising finger millet (Eleusine coracana), pulses, skim milk powder, stabilizer, emulsifier etc. and also a process for preparing the said health drink. The said health drink powder is a rich source of proteins, calcium and fibre, and fat content is quite low. The said health drink powder has enhanced solubility and sensory profile.