Projects

This repository contains projects that I have finished so far.

1. Kaggle Travelers: 2018 Fall, the final project of STAT 8051.
   • Focuses on classifying insurace fraud.
2. Learning_Rate: 2019 Fall, the final project of IE 8521.
   • Focuses on investigating how different learning rate decaying schemes affect the convergence of the algorithm in deep learning.
3. MinneMUDAC: 2019 Fall, MinneMUDAC 2019 Student Data Science Challenge.
   • Focuses on prediting soybean price in the commodity market.
4. imbCalib: 2020 Spring, the final project of STAT 8054.
   • Focuses on probability calibration under the imbalanced data scenario.
5. wellsfargo: 2020 Summer, Wells Fargo Campus Analytics Challenge 2020.
   • Focuses on developing a machine learning model for a binary classification task.
6. lyft: 2020 Fall, Kaggle: Lyft Motion Prediction for Autonomous Vehicles
   • Focuses on motion prediction for self-driving vehicles.
7. squad: 2020 Fall, the final project of STAT 8931.
   • Focuses on building a model for Machine Reading Comprehension tasks.
8. rbm_summarizer: 2021 Spring, the final project of STAT 8056.
   • Focuses on building a summarization model with assistance from topic information.