modlit / web applications for science and engineering

Your model deserves an interface.

Custom web platforms for research and engineering teams: simulation front ends, data visualisation, research tools and first products for technical startups.

process3 stages
01Definescope and strategy
02Buildagile, transparent delivery
03Deploymonitor, refine, support
/projects

Projects

Live apps you can open in the browser, and write-ups of how each tool was built.

live app · 21 simulations

Emergence

Interactive simulations that show how simple local rules produce large-scale behaviour. A six-stop tour links them in a couple of minutes.

2026-02-12 · write-up + live map · python

Disease Outbreak Visualizer

Tracking Bluetongue across Europe in an afternoon: three scripts that pull outbreak reports from WAHIS, tag them with NUTS regions and animate the spread.

read →
2026-02-01 · write-up · clawpack · streamlit

Modelling acoustic wave propagation in batteries

A fast, configurable 1D acoustic model of a layered cell that experimentalists can rerun to match their data, built with Sention.

read →
/writing

Writing

Technical articles, some with live simulations, and notes on turning research into products.

2026-10-06 engineeringlive simulation Twenty-one simulations and no server What building Emergence taught me about making scientific software that people will open, understand and trust. 2026-02-14 essay Modlit thesis Most academic code is written to get a paper out. What if it were written to get a product out?
/services

From a research script to software people use.

Three kinds of engagement, often combined. Each starts with a short scoping call and a written plan.

01

Full-stack web development

Modlit designs and builds modern web applications using proven frontend and backend technologies. The emphasis is on clean architecture, readable code, and systems that are easy to evolve over time. Projects range from lightweight internal tools to customer-facing platforms.

simulation front ends · dashboards · internal tools
02

API design and integration

Well-designed APIs are the backbone of scalable systems. Modlit helps teams design, implement, and document APIs that are consistent, secure, and easy to consume. This includes integrating third-party services, internal microservices, and external partners.

solver APIs · data pipelines · third-party services
03

MVP development and rapid prototyping

For founders and teams exploring new ideas, Modlit delivers fast, production-ready MVPs. The goal is to validate assumptions quickly while laying a solid technical foundation that won’t need to be thrown away after the first iteration.

spinouts · first users · pitch-ready demos
how a project runs
01 define
Scope and strategy. Requirements, user stories and the smallest version worth building.
02 build
Agile, transparent delivery. Working software every week, in your repository.
03 deploy
Monitor, refine, support. Hosting, authentication, billing and handover.
/contact

Let’s build together.

Send a message or inquiry. A short description is plenty to start: what the model or data is, who will use the tool, and when you need it.

[email protected]
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