Research Experience

Here are some of my research experiences, including academic research, projects, and competitions.

Applied Statistics in Data Science

Georgia Institute of Technology•03/2025 - 04/2025
Research Student
Supervisor: Prof. Guillermo Goldsztein
  • •Applied algorithms (Logistic Regression, Support Vector Machine, Random Forest, and Artificial Neural Networks) to classify penguins based on the Palmer Archipelago penguin dataset
  • •Hyperspectral Image Analysis: Implemented spectral-spatial feature fusion using Mamba state-space models and CNN to extract discriminative features from high-dimensional HSIs, including Indian Pines and Pavia University
  • •Optimized model efficiency via channel-wise attention and spectral dimension reduction

A Vegetable Recommendation and Sales Digital Platform

National Innovation and Entrepreneurship Training Program for College Students•11/2022 - 06/2023
Team Leader
  • •Conducted field research in the cities of Hangzhou and Shaoxing; analyzed vegetable growers' needs for fresh produce delivery, sales channel expansion, and cost reduction
  • •Developed an App with Java/Spring Boot backend, Vue 3/uni-app frontend, MySQL database, and Redis as the middleware; completed the UI via js.design
  • •Self-learned Three.js (JavaScript) to create greenhouse models for real-view; established a blockchain-based trusted traceability mechanism using Hyperledger Fabric

RightNow: An AI-Powered Schedule Assistant App

Zhejiang Students' Platform for Innovation and Entrepreneurship Training Program•04/2023 - 02/2024
Team Leader
  • •Extracted user habits and availability from real-world AI assistant dialogues; integrated user data within LangChain4j to implement prompt-based scheduling
  • •Developed a frontend interface with the Flutter framework to visualize scheduling results; enabled mobile-desktop App synchronization via RabbitMQ
  • •Integrated the App to DingTalk (a workplace platform), creating a minimum viable product (MVP)

A Cloud-Based Teaching and Experiment Management Platform

China College Students Service Outsourcing Innovation & Entrepreneurship Competition•10/2022 - 05/2023
Team Leader
  • •Developed Spring Boot/MyBatis-Plus backend and Vue.js/Element-Plus frontend; implemented management modules for virtual resources, courses, IT experiments, and assignments
  • •Created a web development and model training environment for users based on Docker for isolation and reproducibility; designed and integrated an automated evaluation system for Online Judge
  • •Orchestrated scalable deployments via Kubernetes