Cellulose is an abundant biopolymer that provides much of the structural support for plant cell walls. Its many desirable properties include high tensile strength, biocompatibility, thermal stability, and high water absorption. Cellulose has considerable potential as a component in polymeric composite materials, which combine polymer matrices with fillers to enhanced their mechanical properties for applications in drug delivery, food engineering, packaging, medical implants, and textiles. Even so, the difficulties of processing and manipulating cellulose at industrial scale have been cost prohibitive due to its high energy, chemical, and water usage. Here, we investigate the potential for simultaneous in situ production and incorporation of cellulose within hydrogels based on a photo-curable derivative of Pluronic® F-127, F127-bisurethane methacrylate (F127-BUM). We utilized a “symbiotic culture of bacteria and yeast” (SCOBY), obtained from a commercially available fermented tea beverage (Kombucha) starter kit, for the hydrogel formulation. We show that within cured F127-BUM hydrogel constructs, a SCOBY is viable and its biomass increases over time when maintained with a sucrose and black tea medium. These results will lead to further investigation into the composition of the SCOBY biomass, as well as physical and mechanical properties of the resulting composite material.