BapLab / Experimental platform

Interactive data apps, simulations, automation tools, and public experiments.

BapLab builds small, public-facing tools that turn complex systems into interactive models, workflows, and explainers.

01 / 03

Interactive simulations

Turn complex formats into playable models, scenario tools, and clearer paths through messy systems.

02 / 03

Prototype practical tools for repetitive data work, automation, and structured analysis.

03 / 03

Ship small experiments, visual explainers, and data stories before they become larger products.

01 / Current workField / Sports simulation

State / ActiveCurrent / UCL 2026–27

Current project: Champions League 2026/27. Explore the active simulator and the completed World Cup 2026 replay and forecast archive.

02 / In development

Field / AutomationState / Coming soon

Scripts, scrapers, and pipelines that do the boring work automatically. Built for real problems, shared openly.

03 / Published workCase studies / Lab notes

Type / Case studyState / Published

A case study comparing a traditional marketing operations process with an AI-assisted workflow for a B2B SaaS product launch.

Index / Lab NotesState / Ongoing

Analysis, guides, and updates on simulations, AI experiments, and data science.

Support / Independent work

If you find the lab useful or just enjoy what's being built here, support keeps it running and new projects coming.