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Vicky Liu
Data scientist @ Lyft
Professional Background
Vicky Liu is a seasoned Data Scientist with a passion for leveraging data to drive decision-making and innovation across various industries. Currently leading the charge as a Data Scientist at Stitch Fix, Vicky has carved a niche for herself in data analytics, machine learning, and operations research. With a robust educational foundation paired with substantial professional experience, she embodies the quintessential data enthusiast who continuously seeks to extract actionable insights from complex datasets.
Before her current role at Stitch Fix, Vicky contributed her data skills to Lyft as a Data Scientist, where she deployed machine learning algorithms that enhanced operational efficiency and user experience. Her time at Stitch Fix saw her transition from Data Scientist II to a Senior Machine Learning Engineer, a role in which she applied her knowledge extensively to refine product recommendations and improve customer engagement through data-driven strategies. Vicky’s versatility has allowed her to work in various other significant roles across major corporations, including Amazon and TripAdvisor, where she applied advanced analytics to real-world business challenges. Her diverse experience enables her to traverse both the technical and strategic aspects of data science.
Education and Achievements
Vicky Liu is a proud alumna of the Massachusetts Institute of Technology (MIT), where she earned her Master of Business Analytics degree with a specialization in Data Science and Operations Research in 2019. This prestigious program provided her with a deep understanding of data-driven decision-making and advanced analytics techniques, forming the foundation for her remarkable career in data science.
In 2016, Vicky graduated from Brandeis University with a Bachelor of Arts degree, triple majoring in Computer Science, Mathematics, and Economics. This interdisciplinary approach to her education has equipped her with a holistic understanding of computational techniques, analytical frameworks, and economic principles. Her academic journey was marked by significant achievements, including her experiences as a Teaching Assistant for Econometrics and several research assistant roles that deepened her academic and practical knowledge in the field.
Achievements
Throughout her career, Vicky Liu has amassed a wealth of achievements that reflect her capabilities as a skilled data scientist. Her exposure as an intern at Rue Gilt Groupe and as a member of the Analytics Lab at TripAdvisor enabled her to develop the critical thinking and technical skill sets necessary for sophisticated data analysis.
At Amazon, she worked as a Data Scientist II for Amazon Devices, honing her expertise in machine learning and big data analytics. Her roles have consistently indicated a trajectory of growth and specialization in analytics. In addition, Vicky's tenure as a Senior Consultant at Edgeworth Economics, LLC further solidified her reputation in the analytics community, enabling her to work on regulatory economic analysis and advising clients on data-driven decision-making processes.
Beyond her data science roles, Vicky also contributed significantly to her academic community at Brandeis University, serving as an Undergraduate Departmental Representative and a tutor within the Computer Science discipline. Her dedication to education and mentoring the next generation of analysts showcases her passion for knowledge-sharing and her commitment to fostering an environment that values data literacy.
Vicky Liu's comprehensive background in data science, coupled with her exceptional academic record, positions her as a changemaker in the realm of data-driven solutions. Her commitment to leveraging data to solve complex problems is evident in both her professional roles and her educational endeavors.