Syifa Mutiara Hersista is a Digital Technology Researcher Manager at PT Bio Farma Indonesia, a SOE life science company. Since joining Bio Farma, she builds AI applications for both upstream and downstream processes for the vaccine manufacturing process, with the harvesting process on polio and tetanus vaccine as her first AI adoption project for automation scoring and predicting harvest time and yields. Currently, she designs the AI approach for the antigen design process for mRNA upstream process. Not limited to the RnD and production, she also adapted AI for accelerating administration processes like Corrective Action and Preventive Action using AI. With a background and experience in electrical engineering and machine learning, Syifa can adapt machine learning technologies through the manufacturing process.