Projects

Welcome to my data science and computational social science projects. I specialize in analyzing large-scale datasets, building predictive models, and applying machine learning to understand human behavior and social phenomena.

VisualGPT: Multimodal AI for User Perception

Developed dual-route model integrating language models to predict user impressions on visual content, improving accuracy by +20% over baseline models.

GPT VGG CLIP PyTorch Computer Vision

Active

Information Spread on Social Media

Analyzed 20M+ multilingual social media posts using advanced NLP pipelines to track misinformation spread and predict viral content with 85% accuracy.

BERT Translation APIs Social Network Analysis

Code Paper

Active

Published in 2023

Time-Series Analysis of Cultural Sentiment

Trained language models on 3.5B tokens using HPC to analyze 70+ years of news articles and track moral attitudes across cultures.

Word2Vec HPC R Time Series

Code Paper PDF

Completed

Published in 2024

Deep Learning Health Prediction

Designed deep neural networks for longitudinal health data analysis, achieving 4.09 years mean absolute error on aging prediction with 2,000+ participants.

Deep Learning TensorFlow Medical Data Feature Engineering

Paper Press Release

Completed

Published in 2022

NLP Workshop for Psychology Students

Developed comprehensive educational resources and hands-on tutorials to teach natural language processing techniques to psychology researchers.

Jupyter Notebooks Education NLP

Code Materials

On Hold