The invention provides an electro-catalyst Pt/amTiO2/rGO and a preparation method, and belongs to the technical field of fuel-cell catalysts. The preparation method comprises the following steps: firstly, an improved sol-gel method is adopted to prepare TiO2-GO (graphene oxide) sol, the sol is volatilized naturally in water bath at the temperature of 25 DEG C, and a GO complex amTiO2/GO uniformly modified by amorphous TiO2 is obtained; and then chloroplatinic acid is taken as a platinum source, ethylene glycol is taken as a solvent and a reducing agent, Pt nanoparticles are loaded on amTiO2/GO with an impregnation reduction method, meanwhile, GO is reduced to reduced GO rGO, and the electro-catalyst Pt/amTiO2/rGO is obtained. For the catalyst, an amTiO2 modifier is uniformly dispersed on the surface of rGO, one function of the amTiO2 modifier is to solve the corrosion problem of rGO, another function is to increase the dispersion degree of the loaded Pt nanoparticles, meanwhile, the electrical conductivity of amTiO2 is improved by rGO, so that performance advantages of rGO and amTiO2 can be played sufficiently, the electrocatalytic activity and stability of the catalyst are improved, and the precious metal Pt is used efficiently. The electro-catalyst Pt/amTiO2/rGO and the preparation method have the advantages of simple technology, easiness in operation and environmental protection.