Lihaowen Zhu
Chicago,IL
Overview
3
3
years of professional experience
Work History
Intern Product Manager
Hangzhou Endpoint Network Technology Co., Ltd
12.2021 - 02.2022
- Maintain product information, platform content, user accounts and etc
- Through the background management end of the online B2B shopping platform software and conduct multiple meetings with customers to align our software features
- Optimize the software functionality according to user experience feedback like adjusting the software payment process.
Intern & Member
Alibaba East China Co., Ltd
12.2022 - 03.2023
- Apply the YOLO object detection algorithm in the road observation system to realize rapid identification of events or accidents
- Utilize the Auto Encoder model to lossless compression of the captured image data;
- Decompress and restore the essence of the features, discard useless features to output higher-quality image data
- Build a CNN model to extract the characteristics of the collected road congestion, traffic and fire accident data.
Implementation of Vending Machine Software
University Of Sydney
08.2020 - 11.2020
- Set up the Cloud SQL database and connect the app to implement the signup feature
- Write test cases for the Owner class
- Write backend engine file and achieve the connection between back end and front end about the product list
- Implement the payment and returning changes feature
- Write test cases for returning changes method and card information method.
Capstone Project Team Leader
University Of Sydney
08.2021 - 12.2021
- Complete the capstone project: Online Proctoring in Privacy Preserved Scenarios/ Domain as the team leader.
- Build the FLASK backend framework and create front-end dynamic web pages by combining HTML with JavaScript.
- Utilize Media-Pipe to implement face turning detection and apply a PyTorch model for eye tracking verification.
- Implement the key frame extraction algorithm to extract key frames from the video to realize facial motion tracking.
- Manipulate the PostgreSQL database for security and to accommodate frequent connections by using SQL-Alchemy.
- Generate all the test reports and achieve the test automation by a HTML Test Runner file in Python.
Crack-resistant and Portable Cryptocurrency Wallet
University Of Sydney
08.2021 - 11.2021
- Analyze cryptocurrency wallet models and key types, and make a DTE for RSA secret keys with initial secret keys.
- Introduce an incremental update mechanism in the encoder by the key generation method of the cryptocurrency wallet.
- Decrypt the key and encode the new key via DTE and obtain a new cipher seed and encrypt it twice.
- Observe the data transmission process and evaluate distortion rate, ensure the wallet to obtain crack-resistant properties.
Tutor of COMP3419
University Of Sydney
08.2022 - 12.2022
- Collaborated with students to complete homework assignments, identify lagging skills, and correct weaknesses.
- Provided homework assistance using specific curriculum and materials.
- Motivated students towards learning and studying to build self-confidence and reduce fear of failure.
- Supported students with helpful study habits and exam strategies.
Thesis Project: Inpainting Disrupted DTI
University Of Sydney
02.2022 - 12.2022
- Complete my thesis and publish the paper: TW-BAG: Tensor-wise Brain-aware Gate Network for Inpainting Disrupted Diffusion Tensor Imaging arXiv:2210.17076 [eess.IV], https://doi.org/10.48550/arXiv.2210.17076 02/2022 - 12/2022
- The paper has been accepted by the 2022 International Conference on Digital Image Computing: Techniques and Applications
- Preprocess the raw DTI datasets, including corrections for motion, susceptibility distortions, gradient non-linearity and etc
- Try the self-attention function to calculate the dependencies between all cropped image patches (Vision Transformer mechanism)
- Modify the gated Conv mechanism in framework learning a dynamic mask of the input image to distinguish contextual information
- The proposed diffusion tensor model of which the performance of inpainting disrupted areas in DTIs has reached the cutting edge
Education
Master of Science - Computer Science
University of Chicago
Chicago, IL12.2024
Bachelor of Advanced Computing - Computer Science, Advanced Computing
University of Sydney
12.2022
Skills
- R Language
- Java
- Python
- C
- JavaScript
- Linux
- VIM
- MySQL
- PostgreSQL
Timeline
Intern & Member
Alibaba East China Co., Ltd
12.2022 - 03.2023
Tutor of COMP3419
University Of Sydney
08.2022 - 12.2022
Thesis Project: Inpainting Disrupted DTI
University Of Sydney
02.2022 - 12.2022
Intern Product Manager
Hangzhou Endpoint Network Technology Co., Ltd
12.2021 - 02.2022
Capstone Project Team Leader
University Of Sydney
08.2021 - 12.2021
Crack-resistant and Portable Cryptocurrency Wallet
University Of Sydney
08.2021 - 11.2021
Implementation of Vending Machine Software
University Of Sydney
08.2020 - 11.2020
Master of Science - Computer Science
University of Chicago
Bachelor of Advanced Computing - Computer Science, Advanced Computing
University of Sydney
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