Microbial fuel cells (MFCs) have emerged as renewable energy sources due to their intrinsic properties to directly convert organic substrates into electrical energy. However, sub-optimal power density, limited long-term stability, and high operational costs have stunted integration at the industrial scale. These systems function through the exploitation of catalytic events of microbes under anaerobic conditions. The bacterial interactions at the electrode interface and associated electron transfer mechanisms directly impact fuel cell performance. The prominent issue is the formation of non-productive biofilms at the anode. This work focuses on the strategic design of a conductive polysaccharide-based (i.e., cellulose, agar, alginate, pectin) nanocomposite material to increase productive interactions at the anode-microbe interface. Results have shown that upon exposure to E. coli, the conducting polymer nanocomposite demonstrates enhanced current flow. Furthermore, the electrode surface was modified via non-covalent linkages of organic fuels, such as glucose, with TiO2 nanoparticles to decrease bacteria-substrate repulsions. The sugar-functionalized nanoparticle electrodes also exhibited an increased electrical response with enhanced photochemical activity. This phenomenon was observed through decreased fluorescence intensity without a decrease in cell viability and open circuit potential in the presence of light. Lastly, the “blurred” disciplinary boundaries were exploited as a model for developing an active Course-based Undergraduate Research Experience (CURE). This experience emphasized the importance of interdisciplinary problem-solving, experimental design, and the development of essential critical thinking skills.