Research & Projects
Our lab works on data-driven methods across machine learning, computer vision, agriculture analytics, healthcare AI, and time series forecasting.
Time Series + Deep Learning
County-Scale Outage Prediction with Spatio-Temporal Transformers
Forecasting outages using temporal and spatial signals with transformer-based models.
Healthcare AI
Glucose Prediction (Healthcare Time Series) + Mobile App
Personalized glucose forecasting with interactive visualization for predictions.
Computer Vision
Fruit Fly Species & Gender Classification
Hierarchical classification using vision backbones for species and gender prediction.
Agriculture Analytics
Canopy Temperature Forecasting
Window-based forecasting with transformer encoders for next-day prediction.
Multi-Modal ML
Short Video Popularity Prediction (Multi-Modal ML)
Predicting engagement metrics using video frames, audio, and metadata features.