Kunjun Shu

Kunjun Shu

Undergraduate in Statistics @ Fudan University

About me

I am an undergraduate student in Fudan University, majoring in Statistics and Data Science (2027 Expected).

I am passionate about intersection of Statistics and Machine Learning & Deep Learning, as well as AI Agent Development.

My research focuses on applying machine learning principles to enhance the performance of artificial intelligence systems. In parallel, I am also exploring the development of AI agent capable of leveraging large language models (LLMs) to autonomously accomplish complex tasks.

You can find my resume here: Kunjun Shu’s Resume

Welcome to visit my Blog: isKage`Blog

Email / Github / Zhihu / Kaggle

Education

  • B.S. in Statistics and Data Science, Fudan University, 2027 (Expected)

News

  • RA (supervised by Wenwen Li): I have developed an AI Agent (AI Medical General Doctor, AIMGD), whose target is to leverage Large Language Models (LLMs) to optimize patient-provider communication. The project has undergone preliminary trials in several community hospitals. More information is available on the website: link.

Some Projects & Github Repositories

My Github Account is isKage, and I am sharing some projects on it.

  • Using Logistic Regression with LASSO regularization, I developed a Binary Classification Model based on Chest CT Images. The model achieved an accuracy rate of up to 98.30% on the test dataset (demonstrating comparable performance to CNN while using much fewer parameters). More details are available in my repository.

  • Applying ResNet18 pre-trained model, I established a classification for CIFAR-10, with accuracy rate [0.76750] in Kaggle competition. More information at my repository.

  • Applying LSTM, I developed a Stock prediction model based on neural network LSTM, more information at my repository. (Notice: This repository is no longer actively maintained)

  • Developed a Data-Driven Business Decision Platform using Python and Django, focusing on applying fundamental data structures and algorithms to optimize system performance. More details at my repository.

  • Based on Django + MySQL framework, I developed a web prototype - Shared Learning Exchange Platform, more information at my repository.

Notes

I am sharing some notes at my blog isKage`Blog and Zhihu.