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Mathematics for Life Sciences
Science-based data science and AI consulting for agriculture, ecology, and environmental research
Services
Predictive Modeling & Workflows
Advanced statistical models and machine learning pipelines for investigating patterns and predicting outcomes in living systems. From investigation with advanced biostatistics to predictions with machine learning, we develop computational workflows that transform complex ecological and agricultural data into science-based decision making processes.
Machine learning, dose-response modeling, time series analysis, neural networks
Interactive Scientific Applications
Custom web applications that transform complex analyses into accessible tools for researchers, farmers, and decision-makers. We build interactive dashboards and interfaces using modern frameworks like Marimo and Observable, making sophisticated models usable in real-world contexts.
Web applications, dashboards, data visualization, scientific computing
Statistical Automation
Transform repetitive analytical tasks into automated workflows. Enter your data and receive comprehensive statistical analyses, publication-ready visualizations, and model outputs. We specialize in automating physical models and statistical procedures for systematic reporting and quality control in research and operational contexts.
Automation, reproducible research, statistical computing, workflow optimization
Recent projects
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JMON labs
Algorithmic Music in JavaScript
JavaScript Typescript Tone.js Vexflow.js
Tangent Notebooks
Lightweight local notebook computing environment for JavaScript, powered by WebAssembly
JavaScript WebAssembly Svelte Monaco
Corn Nitrogen Response Modeling
Neural network system predicting corn nitrogen response from soil, management, and weather data
Python TensorFlow PyTorch Dash
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