MODELING · LEARNING · SOFTWARE

Individual rules.
Collective possibility.

A moving illustration of agent-based simulation.

THE WORK

Make complexity
something you can explore.

Ecological Modeling & Simulation

A way into the living world. I model ecological and environmental systems to investigate interactions, explore changing conditions, and make sense of what emerges.

  • Agent-based & ecological modeling
  • Environmental scenario exploration
  • Decision-support tools
Let’s model it

Education & Course Software

Understanding through doing. I turn complex ideas into interactive experiences that invite learners to experiment, question, and discover.

  • Interactive scientific simulations
  • Custom course software
  • Tools for process-based learning
Let’s make it click

Modeling Tools & AI Development

Software that serves the science. I develop reusable tools and thoughtfully apply AI to support scientific exploration.

  • Reusable modeling components
  • Custom scientific software
  • AI-assisted modeling workflows
Let’s build it

Simulation Workflow Automation

More time for the science. I automate the steps around your existing simulations, turning repetitive tasks into repeatable workflows so you can explore more scenarios and make sense of the results.

  • Pre-processing and input preparation
  • Post-processing, analysis & visualization
  • Sensitivity testing & parameter sweeps
  • Data farming across batches of simulation runs
Let’s streamline it

HOW I WORK

The question comes first.

Before a line of code, I want to understand your system. What are you curious about? Who is this for? What would make the work useful? From there, I translate mechanisms and interactions into a model, simulation, or tool we can explore together. We test assumptions, examine the behavior, and refine the work with the original question in view.

Curiosity in. Understanding out.

LET’S TALK

What are you
curious about?

A model to develop, a course to bring to life, or a software idea to explore. I’d love to hear what you’re thinking.

Discuss a project vquintana@simswarmsystems.com