Eastham was engaged in the manufacture of shoe manufacturing equipment, supplying the numerous shoe manufacturing companies that existed in Lynn at the time. In December 1904 Eastham sold his shoe knives and machinery business to the United Shoe Machinery Company. Eastham later purchased the C.W. Dodge & Co. and operated it as the Eastham Shoe Machinery and Supply Company.
