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My project

Type: Deep Learning

Type: R language applications

Type: Deep Learning(ViT model)

Type: Reinforcement learning

Type: Deep Learning

Type: Mathematical modeling

American Express - Default Prediction

May.2022 - Aug.2022

Bronze medal in kaggle competition

As team leader, I controlled pace, assigned tasks, and organized brainstorming. Our Average Ensemble with two LightGBM and one XGBoost models improved our score by 0.012, earning us the bronze medal..
Keywords: Machine Learning · Stacking&blending · Boosting algorithms

[Competition Website: American Express - Default Prediction]
[Code Repository: View my code here]

Analysis of thyroid disease datasets

Dec.2022 - Jan.2023

R language project

- Explore, cleanse and process thyroid disease data and, based on this, create a data dashboard summarizing all patient information.
Keywords: R language · Shiny · KNN imputation · PCA

[Project Requirements: The Thyroid Disease Data Set]
[Code Repository: View my code here]

Under construction [ing]

Dec.2022 - Jan.2023

Under construction [ing]

Under construction [ing]
Keywords: Under construction [ing]

Under construction [ing]

Dec.2022 - Jan.2023

Under construction [ing]

Under construction [ing]
Keywords: Under construction [ing]

Under construction [ing]

An attempt of Vit model for image classification task

Sep.2022

Self-learning

Bi-directional classification task (i.e., between bees and ants) on a dataset using the Vit model
Keywords: Visual Transformers (ViT) · PyTorch · Image Processing

[Report: A brief report]
[Dataset: Ants & Bees]
[Code Repository: View my code here]

2018 Mathematical Modeling Competition - Design of Clothing for High Temperature Operations

Sep.2018 - Oct.2018

2018 China Undergraduate Group Second Prize

- Modeling the heat distribution of special clothing for high-temperature work
- Specialized clothing is needed to avoid burns in high temperature environments
- Specialized clothing usually consists of three layers of fabric material, with a gap between the third layer and the skin
- Mathematical modeling of heat is conducted to reduce development costs and improve efficiency
Keywords: Fourier's law, Newton's law of cooling, thermodynamics

Under construction [ing]