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.
GPTVGGCLIPPyTorchComputer Vision
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.
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.
BERTTranslation APIsSocial Network Analysis
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.
Word2VecHPCRTime Series
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 LearningTensorFlowMedical DataFeature Engineering
NLP Workshop for Psychology Students
Developed comprehensive educational resources and hands-on tutorials to teach natural language processing techniques to psychology researchers.
Jupyter NotebooksEducationNLP