University of New South Wales | Australia
Author Profile
Orcid
Early Academic Pursuits 📚
Dr. Fiona Kim began her academic journey with a Bachelor of Commerce (Honours) at the University of Western Australia from 2013 to 2016, where she majored in Economics and Marketing, achieving First Class Honours and maintaining an impressive GPA. She then pursued a PhD in Applied Statistics at the University of New South Wales from June 2019 to December 2022. Her research focused on cutting-edge areas such as natural language processing, machine learning, big data, and Bayesian Statistics. Dr. Kim's academic excellence was recognized with awards like the Australian Government Research Training Program Scholarship and Best Statistics Talk at UNSW’s postgraduate conference in 2020 and 2022.
Professional Endeavors 💼
Dr. Kim's professional career is marked by her roles across various industries. She served as a Senior Data Analyst at FT Strategies in 2024, where she led projects in financial modeling, AI use-case identification, and audience segmentation. Prior to that, she was a Product Data Scientist at Canva (2023-2024), contributing to the growth of the Canva for Teams product through data analysis, model building, and A/B testing. Her earlier roles include being an Academic at UNSW (2019-2022), where she facilitated and designed courses in analytics, and an Analytics and AI Consultant at Deloitte Consulting (2017-2019), where she led data-driven projects across multiple industries.
Contributions and Research Focus 🔍
Dr. Kim's contributions are vast and varied, focusing on data analysis, machine learning, and data visualization. At Canva, she developed models to enhance subscription conversion and retention, and at Deloitte, she improved operational efficiency for clients through data insights. Her research in applied statistics, particularly in natural language processing and machine learning, has positioned her as a leader in the field, with her work contributing to both academic knowledge and practical applications in industry.
Accolades and Recognition 🏆
Dr. Kim has been recognized for her exceptional contributions throughout her career. She received the Best Statistics Talk award at UNSW’s postgraduate conference twice and was a runner-up once. Her academic excellence earned her the Australian Government Research Training Program Scholarship, and she was also an ambassador for Women in Science and Maths at UNSW.
Impact and Influence 🌟
Dr. Kim's work has had a significant impact on the organizations she has been a part of. At FT Strategies, her financial modeling and AI initiatives have shaped strategic decisions. Her contributions at Canva have driven product growth, and her academic leadership at UNSW has influenced the next generation of data scientists. Her work at Deloitte improved client operations, demonstrating her ability to drive tangible outcomes through data.
Legacy and Future Contributions 🌍
Dr. Fiona Kim's legacy lies in her ability to bridge the gap between academic research and industry application. Her contributions to data science, particularly in natural language processing and machine learning, continue to influence both fields. As she progresses in her career, Dr. Kim is poised to make further contributions that will shape the future of data science, analytics, and their applications across industries.
Publications
📄 Bias intervention messaging in student evaluations of teaching: the role of gendered perceptions of bias
Authors: Fiona Kim, Lisa A. Williams, Emma L. Johnston, Yanan Fan
Journal: Heliyon
Year: 2024