Various systems and methods for implementing free-form drawing for health applications are described herein. A system for implementing a health application includes a user interface module to receive, at a user device, a plurality of parameters including a free-form gesture path, the free-form gesture path representing an air gesture performed by a user of the user device; and a control module to adjust a fitness routine of the user based on the plurality of parameters.