In recent years, there has been a growing concern to counter environmental pollution, and as a result, the development of biodegradable materials in various applications has become a major focus. This study aimed to fabricate a biodegradable composite by utilizing discarded hair keratin from beam house in leather processing along with incorporating graphene oxide (GO) to reduce pollution. The composite was prepared using a simple solution mixing method, where the amino functional group of keratin and carboxyl group of GO were covalently bonded under a redox system. Various analyses, including UV‐Vis spectroscopy, Fourier transform infrared spectroscopy (FT‐IR), Raman spectroscopy, Scanning electron microscopy (SEM), biodegradability, and oxygen gas transmittance rate (OTR), were carried out to evaluate the composite's structure and performance. The results demonstrated that GO was successfully integrated into the keratin matrix, with uniform dispersion of GO observed instead of agglomeration. The composite with the optimum ratio exhibited a 173.98% increase in tensile strength and a 33.52% decrease in elongation, as well as improved thermal and biodegradation properties compared to pure keratin. Furthermore, the composite displayed significantly better gas barrier properties (39%) than pure keratin, which can be attributed to the reduction of intermolecular gaps through the composite's strong bonding. Hence, the Keratin‐GO composite is a cost‐effective and biodegradable solution to waste materials, with potential use as a packaging material.This article is protected by copyright. All rights reserved.