CV - Jingyuan

Projects & Experience

Spring 2022: Team Leader - An Exploration of Neural Networks

Location: Atlanta, GA (Georgia Institute of Technology project)
Duties included:
- Led a team of two.
- Utilized Multilayer and Convolutional Neural Networks for handwritten numbers, characters, and flower datasets.
- Classified datasets using neural networks and applied to real-life pictures.
- Conducted accuracy analysis using machine learning algorithms.

Spring 2022: Individual Kaggle Project - “Chest X-Ray Images”

Location: Atlanta, GA
Duties included:
- Conducted analysis and prediction on whether X-Ray images indicated Pneumonia or Normal conditions using neural networks.

Spring 2021: Team Member - “Yoga Fit” Machine Learning project

Location: Atlanta, GA (Georgia Institute of Technology project)
Duties included:
- Built neural network using TensorFlow and Keras.
- Classified yoga poses using tanh as the activation function.

Skills

Programming Languages: Python, Java, C, Jass

Libraries & Frameworks: NumPy, Tensorflow, Pytorch, Pandas, matplotlib, Pygame, scikit-learn, Sympy, JavaFx

Technical Skills: Machine Learning, Neural Networks, Data Analysis, Algorithm Design & Analysis, Graph Algorithms

Tools & Software: Wolfram Mathematica, Latex, Microsoft Office Suite (Word, PowerPoint, Excel, Outlook)

Languages: Mandarin (Native), English (Proficient)

Publications