Genichi Taguchi was a Japanese engineer and statistician known for his contributions to quality engineering. He developed methods for robust design and applying statistics to manufacturing processes. Some of his key contributions included developing loss functions to quantify the costs of poor quality, advocating for off-line quality control through system, parameter and tolerance design, and using orthogonal arrays in design of experiments to efficiently isolate noise factors affecting production. Taguchi influenced manufacturing quality efforts in Japan and later in Western companies through his consulting work and collaborations.