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TechDev

Work

Everything listed here is live. Our own products first, then the sites we built for clients.

Products

01Invite-only

Saudi Legal Research Platform

Arabic legal research for lawyers

An Arabic legal-research product for lawyers. The app is invite-only; the landing page is public.

  • About 76,000 Saudi court judgments, plus legislation, the gazette, regulator decisions and about 4k legal textbooks.
  • Semantic search on local embedding models, and an MCP server that lets AI assistants query the corpus.
  • OCR and ingestion pipelines that turn scanned PDFs into searchable text.
PythonPostgreSQLQdrantbge-m3Reactlaw.techdev.sa(opens in a new tab)
02

Digitus

2D:4D finger-ratio measurement with computer vision

Measures the index-to-ring finger ratio from palm photos. An iPhone app captures 24 guided frames with depth data; an on-device model finds four finger landmarks. The server re-measures and withholds a number when the frames disagree.

  • CreaseNet, a custom PyTorch heatmap keypoint model, trained on synthetic hands and 3,395 human annotations.
  • Exported to Core ML to run on the Neural Engine.
  • Validation ratio MAE ≈ 0.011.
PyTorchCore MLComputer visionhand.tdev.sa(opens in a new tab)
03Co-founded venture

MarginIQ

From numbers to clear decisions

A Saudi multi-tenant retail-analytics SaaS.

  • Connects revenue, costs, point of sale and performance in one system, with an AI advisor that explains why margins move. ZATCA-compliant.

Client work

Have something that needs building?

Tell us what it needs to do, and we'll tell you how we would build it.