In this work, we developed a novel approach combining bioinformatics, testing of functionality and bottom-up proteomics to obtain peptide emulsifiers from potato side-streams. This is a significant advancement in the process to obtain emulsifier peptides and it is applicable to any type of protein.Our results indicated that structure at the interface is the major determining factor of the emulsifying activity of peptide emulsifiers. Fish oil-in-water emulsions with high physical stability were stabilized with peptides to be predicted to have facial amphiphilicity: (i) peptides with predominantly α-helix conformation at the interface and having 18-29 amino acids, and (ii) peptides with predominantly β-strand conformation at the interface and having 13-15 amino acids. In addition, high physically stable emulsions were obtained with peptides that were predicted to have axial hydrophobic/hydrophilic regions. Peptides containing the sequence FCLKVGV showed high in vitro antioxidant activity and led to emulsions with high oxidative stability. Peptide-level proteomics data and sequence analysis revealed the feasibility to obtain the potent emulsifier peptides found in this study (e.g. γ-1) by trypsin-based hydrolysis of different side streams in the potato industry.A considerable number of commercial products are oil-in-water emulsions (e.g. food, pharmaceutical, cosmetics) 1 . In addition, aqueous-based food products are enriched with hydrophobic bioactives (i.e., omega-3, vitamins A, D, E, carotenoids, flavonoids or curcumin) by using oil-in-water emulsions as delivery systems 2 . Nevertheless, oil-in-water emulsions are thermodynamically unstable systems. They tend to separate over time into their components (oil and water) due to several physical destabilization mechanisms such as creaming, flocculation, coalescence, and Ostwald ripening 3 . Emulsifiers are the most common stabilizers used in emulsions production since: (i) they facilitate emulsion formation (e.g., by reducing interfacial tension at the oil-water interface), and (ii) they provide physical stability to the emulsion (i.e., by strong steric and/or electrostatic repulsive forces) 4 . Moreover, emulsifiers also have an influence on the chemical stability of emulsions (e.g. oxidative stability) by determining the properties of the oil-water interface (i.e., thickness, porosity, charge, antioxidant activity). Indeed, these interfacial properties play a critical role on the interaction between oil and prooxidants such as radicals, oxygen and trace metals 5 .Milk proteins such as casein and whey protein are common emulsifiers used for food oil-in-water emulsions due to their excellent functional and antioxidant properties, which lead to physically and oxidatively stable emulsions 6 . Nonetheless, there is an increasing trend to replace animal proteins by plant or microbial proteins in vegetarian or vegan products, as well as to enhance food sustainability 7 . Different approaches have been suggested