Yiruei Lu

Software Engineer • Institute for Information Industry • Taipei, Taiwan

[email protected] https://github.com/yirueilu-b https://www.linkedin.com/in/a02496104/

Software engineer with 3+ years of experience. Skilled in programming languages Python and JavaScript. Familiar with web and deep learning frameworks such as Django, Flask, Tensorflow, Pytorch, Vue, React etc. Hands-on experiences of implementing and applying deep learning models in real world environment.

Technical Skills

Programming Language

Python
JavaScript
Java

Machine Learning

Tensorflow
PyTorch
Scikit-learn
Pysyft

Web

Flask
Django
React
Vue

Data Science

Pandas
Numpy
Matplotlib

Computer Vision

OpenCV
Pillow

Web Crawler

Requests
BeautifulSoup

Experience

Software Engineer • LINE Taiwan

Integrate LINE AI product CLOVA with LINE services.

Oct 2021 - Present

Software Engineer • Institute for Information Industry

Research on computer vision and deep learning. Reproduce and experiment with SOTA models. Develop APIs for models and build web or desktop App as user interface.

Hand Tracking
- Reproduced MediaPipe's hand tracker and reach almost the same accuracy on the same dataset (Python)
- Implemented and evaluated performance several models for hand tracking such as Yolo, SSD, CenterNet, Hourglass etc in one month (Python)
Smart Cashier
- Decrease data collecting time cost by 75% by implement auto labeling tools (Python)
- Decrease amount of data required for training model by 90% by data synthesis (Python)
- Decrease time cost of Keras CNN model inference by 50% by model pruning (Python)
- Build desktop GUI App to demo detection result by Tkinter (Python)
- Build web UI to demo detection result by Flask (Python and Java)
Business Dashboard
- Build URL shorten and user click tracking services (JavaScript)