Research directions
From plant structure to predictive intelligence.
Three connected layers turn field observations into measurable traits, explainable models, and useful decisions.
Digital Crop Phenotyping
Multi-view 3D reconstruction, UAV imaging, and computer vision for efficient, multi-scale measurement of crop structure and function.
AI-powered Phenomic Analysis
Computer vision and scientific AI that make phenotypic data processing more automatic, traceable, and reusable.
Crop Modeling & Canopy Design
Phenotypic and environmental data linked with crop and photosynthesis models for better canopy design and breeding decisions.
Featured tools
Interactive computing, built to run in your browser.
Launch these crop analyses, field data capture, and scientific visualization tools directly.
Sensor Recorder
Capture device orientation, solar geometry, and GPS coordinates for leaf field measurements.
AI Data Visualizer
Upload and analyze crop datasets interactively with publication-ready scientific plotting.
Root Preprocessor
Clean, segment, and preprocess root system imagery to extract morphology phenotypes.
Work together
Have a crop-science problem worth making computable?
I welcome research exchange, open-source collaboration, and carefully scoped commercial projects.