About

A small team that would rather show you code than tell you about values.

We build data extraction, automation and backend systems. We are engineers who took on client work directly instead of selling it through three layers of account management, which is most of why our prices look the way they do.

The people

Named engineers, public repositories.

You can read our code before you spend anything. Very few agencies at any price will offer you that.

Backend & AI engineering

Muhammad Shahzeb Malik

Backend services, agent architectures and data extraction. Production work across CRM, KYC and fintech systems — authentication and authorisation, tenant isolation, presigned uploads and API security hardening. BS in Artificial Intelligence. Contributor to the open-source C++ serialisation library glaze.

PythonFastAPINestJSLangGraphPostgreSQLDocker
GitHub
Machine learning & automation

Syed Qaim Raza

Machine learning and data analysis — classification models, exploratory analysis, evaluation — plus n8n workflow automation including OCR-based document processing, and front-end delivery when a project needs an interface.

Pythonscikit-learnDeep learningn8nOCRJavaScript
GitHub
How we operate

Four commitments we'd rather be held to than described by.

01

Fixed prices, quoted first

You get a number and a date before work starts, against a scope written down in plain language. If the scope changes we re-quote. There is no hourly meter, so there is nothing to pad.

02

Written by default

Scoping, samples, quotes and delivery all happen in text. It is faster, it creates a record neither side can misremember, and it means we can work while you sleep. We'll take a call if you want one — nothing in our process requires it.

03

Your code, handed over

Scripts, workflows and documentation are yours on request. Some agencies keep the automation as leverage. We would rather you stayed because the work is good.

04

A straight no when it's a no

If a job is outside what we do well, or the data isn't ours to take, we say so before quoting. A fast rejection is worth more to you than a slow disappointment.

Where we are

Pakistan, working your hours.

We are based in Pakistan (UTC+5) and deliberately overlap with US, UK and EU working hours. In practice a brief sent at the end of your day is usually answered before the start of your next one.

It is also the honest reason our prices are what they are. The engineering is not cheaper; the cost base is.

Detail
Team sizeTwo engineers, deliberately
Time zoneUTC+5, covering US / UK / EU hours
Working languageEnglish
PaymentBank transfer, Wise, Payoneer
Typical first responseWithin a few hours
ContractsFixed scope, fixed price, per project
Start here

The cheapest way to find out if we're any good.

Send us one public source and we'll extract a hundred rows from it, free, within 24 hours.