C, C++, Python, Oracle, Pytorch

Yuxiao Wu

734-***-**** ********@*****.*** **** Willowtree Lane

Education

University of Michigan 2021-2023

Computer Science, college of engineering

• GPA: 3.85

• Coursework: Intro to ML, Intro to AI, Applied Linear Algebra, Web Systems, Database Management System, Cryptography, Intro to Algorithm, Game Development Shanghai JiaoTong University 2019-2023

Bachelor of Electronic and Computer Engineering

• Coursework: Engineering Basics, Digital Circuit, Honor Calculus, Discrete Math Projects

Multidisciplinary Design Program Jan 2022 – Now

SOCR Team Statistics Online Computational Resource

• Embeds TensorBoard in SOCRET website that enable exporting possibility graphs based on user input without sending user data to third-party resource

• Develop front-end part for a new web tool model that enables easy model training with visualized arbitrary layer input

• Deploy introductions on the website itself

Implementation of fuzzy vault algorithm Sep 2022 – Now Independent research

• Implement fuzzy vault algorithm based on the current face recognition algorithm

• Use the fuzzy vault algorithm to do feature selection and improves the accuracy of dog-breed classification by 8% Course Projects

Recognition of dog breeds Nov 2021 – Dec 2021

• Use pytorch to build a CNN network

• Apply transfer learning and data augmentation to enhance AUROC performance by 7%

• Use bagging and validation to find best weight decay, initial weight and other hyperparameters, which finally results in 3% better fit in accuracy and AUROC

Simple AI on chess Jan 2022 – Apr 2022

• First version applied h-minimax search to find best move with limited depth

• Second version applied CNN to learn the best move.

• Third version applied Monte Carlo tree search to find the best move. Teaching experience

Teaching experience:

• Work as private tutor for EECS281 data structure. Helped with project regarding implementing pairing heap, deque

Additional details

Additional programs:

• SJTU mechanical engineering program that curves metal materials with computer-controlled trolley

• Winter school in St. Petersburg Polytechnic for smart manufacturing

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