Projects

Google Local Review Recommender System for Business

Built recommendation systems to predict users' rating for a business based on Google Local Review data.

Pandas Tensorflow Recommeder System

LLM-driven SQL Questions-Answering Tool

A LLM-driven SQL questions-answering tools for PostgreSQL database.

Python Postgres Large Language Model

Recipe Rating Prediction with Imbalanced Data

Performed comprehensive exploratory data analysis (EDA), hypothesis testing, and predictive modeling pipeline based on food.com data.

Pandas Plotly Scikit-learn Exploratory Data Analysis Machine Learning

AlphaTank - Multi-Agent Reinforcement Learning Tank Battle

A customizable multi-agent tank battle game for Reinforcement Learning (RL) algorithm training.

Reinforcement Learning Pygame PyTorch

An Introduction to Laplacian Eigenmaps for Dimensionality Reduction Visualization

An interative visualization website for explaining dimensionality reduction algorithm.

JavaScript D3.js HTML/CSS Visualization

Research

LLM Multi-Agent Collaboration System

Developed framework for LLM-based multi-agent collaborations system.

Large Language Model In-context Learning Multi-agent System