Abstract

Laboratory of Fragrance & Perfume (LFP), founded in 2015, specializes in integrating perfume design with human olfactory behavior and preference through a multidisciplinary approach. In Taiwan, the fragrance market has traditionally been dominated by established luxury brands, making it difficult for newcomers to gain traction. To overcome this, LFP has adopted large language models to augment human decision-making and streamline information capture, enabling programmers and service designers to address key challenges such as AI agent orchestration, retrieval-augmented generation, and UI/UX workflow. In today’s presentation, we will share our development experiences and the lessons learned from applying these technologies in our fragrance design process.

Bio.

Bo-Jyun Lin

Chief Executive Officer, Laboratory of Fragrance & Perfume Co.

Experience

Laboratory of Fragrance & Perfume

Chief Executive Officer

Johnson & Johnson

R&D Supporting Marketed Product Specialist

Arcos Laboratory International Inc.

Product Developer

May 2013 – January 2014 (9 months)

Location: Beishen Rd., Shenkeng Dist., New Taipei City 222, Taiwan

• Cosmetics OEM & ODM factory
• Conducted marketing research and competitive analysis
• Formulated new product launches
• Bridged communication between customers and R&D engineers

Kosfarm Trading (Shanghai) Co., Ltd., China

Marketing Specialist

Education

• National Taiwan University

Master’s Degree, Biochemistry and Molecular Biology (2009–2011)

• Kaohsiung Medical University

Bachelor’s Degree, Department of Fragrance and Cosmetic Science (2005–2009)

All faculty and students are welcome to join.