This document summarizes a project report that developed mathematical models to optimize TIG welding pool geometry. Nonlinear models were created relating welding process parameters like speed, current, gas flow, and gap to quality metrics like tensile load, penetration, heat-affected zone width and height. Experiments were conducted and the results were used to build quadratic models describing the relationships between inputs and outputs. The models were then solved to find the optimal parameter values that maximize quality metrics or minimize defects. This approach provides a way to systematically optimize TIG welding parameters for different objectives.