All work
Full-StackClient work2026

Research experiment coordinator

A proxy layer for online behavioural experiments that groups participants, blocks duplicates and routes everyone correctly.

Scope something similarCode walkthrough available on request
Overhead view of laptops and notebooks on a desk during a session

The problem

Online experiments fail on logistics, not science: the same person joins twice, a group of three starts with two, and the payout redirect sends people to the wrong place.

What we built

  • Waiting-room flow that holds participants until a full group has arrived, then releases them together into the experiment
  • Duplicate-participation guard tied to generated per-group links
  • Condition- and cohort-aware routing, with separate post-experiment redirects back to the recruitment platform
  • Real-time monitoring for the research team during live sessions
  • Next.js and Express on MongoDB, deployed on Vercel for a DFG-funded research project
nova2labs

nova2labs

Replies within 24 hours

👋 Welcome to nova2labs! We help businesses leverage AI, build scalable infrastructure, and develop custom software solutions.