Area of work
Applied work on systems a clinician or an accountant signs their name to.
- Base
- Lahore
- Setup
- Small teams
- Reply
- 5 working days
- Process
- 4 steps
Build the models and pipelines behind systems that draft, extract and decide.
This is not research and it is not a demo. The pipelines here produce documents that a qualified person reviews and signs, which means accuracy is measured against their corrections rather than against a benchmark. You will spend as much time on evaluation, grounding and retrieval quality as on the model itself, and you will see what your work changed because the department using it tells us.
What the week looks like
- Retrieval and grounding over a client's own records
- Document and report generation pipelines
- Evaluation harnesses built on real corrections
- Extraction and classification, including on-device
Want to do this work here?
Tell us this is the area you want, send your CV and something you have built, and a person reads it. We go back to those first when this team grows.

- What the work is
Software engineering
Ship the applications clients run their operations on, web and on the floor.
- What the work is
Data & analytics
Turn scattered records into data models and reporting people actually trust.
- What the work is
Business systems & ERP
Design accounting, inventory, production and costing on one system.