Projects

ChessMate: A LLM based Chatbot for Chess

ChessMate is a Streamlit web app that lets users play chess against an LLM and Stockfish, while offering a text interface for move suggestions via RAG over grandmaster games, a fine-tuned model, chess.com articles, and live web search.

WatchDogAI

This project aims to detect AI-generated images in election officials’ social media posts about voter information as a first step toward studying potential mistrust in the voter information space.

Information Retrieval: CrisisFACTS

A Python package on Information Retrieval : CrisisFACTS

  Frontend
  Backend

Patterns in U.S. Political Discussions

Big Data Analysis Project on Reddit understanding trends and changes of U.S. political discussions in subreddits.

LSH with improvements from scratch for Similarity Search

A Python package of LSH with two additional improvements to identify near duplicate files.

Feature Engineered Regression Analysis on Airbnb Short Term Rental Market

Data Analysis on Airbnb data predicting the rental price and finding important features.

Why immigrants are successful?

Comparison on the success between immigrants and native-borns in the U.S. using various machine learning methods.

DC Crime Trend Analysis from 2018 - 2022

Data Visualization report on Washington D.C. Crime Date from 2018-2022.

Behind the Beats: A Feature Analysis of Songs by Spotify’s Fab Five

Statistical analysis on seven audio features of songs from five most streamed artists of 2022 in spotify.