OPEN FOR COLLABORATION
THE HALLUCINATED LAB
We build AIwhere itmakes sense.
Software. ML. AI. One problem at a time. Your problem isn't necessarily an AI problem — we determine what actually solves it, then build it to run on your machine.
How the lab works
We don't jump to "AI". A problem is diagnosed before anything is built, and what gets built is measured against the problem before it ships.
Problem
What isn't working, stated plainly, with the data and the constraints around it.
Audit
Where the time, the error or the cost actually comes from — measured, not assumed.
Determine
Software, ML or AI: whichever the problem needs. Often it is the first one.
Build
Small, local-first, and on your infrastructure wherever that is possible.
Verify
Checked against the problem statement, not against a demo.
What does your problem actually need?
Three kinds of system, three kinds of answer. Picking the right one is most of the work.
Deterministic. Fast. Reliable.
When the rules are known, write the rules. A scheduler, a pipeline, a converter that runs in a browser tab — no model, no inference cost, and the same answer every time.
- Timetabling and constraint solving
- Data pipelines and format conversion
- Tooling, dashboards, integrations
What's here
Six doors. Everything behind them runs on your machine, free, without an account.
- 01
Tools
Convert, extract, chunk, tokenise, embed, index — in the page, with nothing uploaded.
LIVE - 02
Pipelines
The same tools assembled into a retrieval pipeline you can run locally or install with pip.
LIVE - 03
Assistant
Say what you want in plain English; it runs the matching tool right here in the page.
LIVE - 04
Solutions
Finished products, not snippets — benchmarking, pipelines and deployment tooling that run on your infrastructure.
LIVE - 05
Dictionary
Two corpora, one search: the vocabulary of AI and mathematics, and the working language of software engineering.
LIVE - 06
Media
What we write, what we build to be played with, and the working notes behind both.
LIVE
Your data doesn't need to leave your browser.
Every tool on this site runs in the tab that opened it. There is no server we operate, no analytics and no third-party origin — the content-security policy on every page says so, and a test fails the build if it changes.
NO SERVER · NO ANALYTICS · NO THIRD-PARTY ORIGIN · VERIFIED BY TEST
The lab
Three engineering students who got tired of renting access to their own ideas — so we started building the alternative in the open.
Pratyush
@06pratyush
3rd-year B.Tech CSE (Data Science) student at Manipal University Jaipur. Passionate about AI, Machine Learning, and building solutions that bridge technology with real-world impact — from AI video pipelines to blockchain governance.
Divyansh Tripathi
@TheQMLGuy
3rd-year B.Tech CSE (AI & ML) student at Manipal University Jaipur. A builder at the intersection of Machine Learning and Developer Experience — from building IDEs and Codeforces tools to crafting CNN visualization tools.
Have a problem worth solving?
Tell us what isn't working. We'll figure out what it actually needs.