Amanda Li
VP of Finance at Michigan Data Science Team- Claim this Profile
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Bio
Experience
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Michigan Data Science Team
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United States
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Higher Education
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1 - 100 Employee
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VP of Finance
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Apr 2023 - Present
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Footwear Classification Project Team Lead
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Jan 2023 - Apr 2023
• Used Tensorflow to create a CNN for multiclass image classification image, trained on a dataset of 15,000 images • Implemented transfer learning using ResNet, DenseNet, and Inception models trained on ImageNet to achieve a validation accuracy of 97% • Explored model tuning tactics such as cross-validation, data augmentation, and dropout
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Language Translation Project Team Lead
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Aug 2022 - Dec 2022
• Co-led a team of ~20 students to research and analyze tokenization tools and RNN models to develop a multilingual language translation program in Python using PyTorch and Tensorflow
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Project Team Member
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Jan 2022 - Jul 2022
• Used Python’s matplotlib/seaborn libraries to visualize time series data from citizen reports of Detroit’s public works issues
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University of Michigan Solar Car Team
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United States
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Motor Vehicle Manufacturing
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1 - 100 Employee
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Interim Business Director
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Apr 2023 - Present
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Business Team Member
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Sep 2022 - May 2023
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BLUElab at the University of Michigan
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United States
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Renewable Energy Semiconductor Manufacturing
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1 - 100 Employee
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Data Visualization Lead (BLUElab Metro)
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Apr 2023 - Present
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Data Visualization Team Member
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Sep 2022 - Apr 2023
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University of Michigan
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United States
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Higher Education
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700 & Above Employee
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Residential Advisor
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Aug 2022 - Present
• Hosted biweekly programming both individually and with community partners focused on DEI, community-building, restorative practice, and healthy behavior • Facilitated wellness check-ins, roommate conflict mediations, and community rounds to ensure adherence to Community Living policies • Hosted biweekly programming both individually and with community partners focused on DEI, community-building, restorative practice, and healthy behavior • Facilitated wellness check-ins, roommate conflict mediations, and community rounds to ensure adherence to Community Living policies
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Pratt Miller
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United States
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Engineering Services
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200 - 300 Employee
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Digital Solutions Intern
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May 2023 - Aug 2023
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IMC Trading
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Netherlands
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Financial Services
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700 & Above Employee
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Launchpad Participant (Trading)
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May 2023 - May 2023
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So What Else
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United States
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Non-profit Organizations
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1 - 100 Employee
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Volunteer Coordinator
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May 2021 - Sep 2021
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Education
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University of Michigan
Bachelor of Science - BS, Data Science and Economics -
Choate Rosemary Hall
High School Diploma