Work
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Giga Psych

A web platform for exploring psychological research datasets, built with the PJATK XR Lab and researchers at the University of Amsterdam.

Year2023 — 2024
RoleFull-stack developer
TypeResearch tooling
AccessResearch · under NDA
01 Overview

Research data is only useful if the people who collected it can actually explore it. This platform turned a pile of experimental data into something a research team could query.

Giga Psych was a collaboration between the PJATK XR Lab and researchers at the University of Amsterdam. I built the web interface that lets the team browse, filter, and query datasets from their experiments without writing SQL by hand.

Because this is active academic research, the specifics of the data and findings are confidential — so this page stays at the level of what I built and how, rather than what the data showed.

02 What I built
UI Dataset explorer
A web interface to browse and filter experimental datasets, designed for researchers rather than engineers.
Query Visual querying
Building and running queries through the interface, with results presented as readable tables and charts.
Data Postgres backend
A schema and API over the experimental data, keeping access structured and reproducible.
Viz Data visualization
Charts to make patterns in the data legible at a glance for the research team.
03 How it was built

The brief was unusual for me: the users were researchers, not customers, and the goal was clarity over polish. I worked closely with the lab to understand how they thought about their data, then shaped the interface around their mental model instead of the database schema.

It’s a React front-end over a Postgres-backed API. The interesting work was in the querying layer — letting non-engineers ask precise questions of the data and get back something they could trust and cite.

🔒
Details limited
Screenshots and dataset specifics are withheld under the research agreement. Happy to talk through my contribution in an interview.
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© 2026 Tymur Mustafaiev
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