Technology is valuable when it creates leverage.
Mohammad
Abir Abbas.
Mohammad Abir Abbas is a Creative Technologist, AI Strategist & Emerging Technology Architect based in Dubai, UAE — working at the intersection of AI, product, systems architecture, business strategy and physical operations. He helps founders, SMEs and enterprises across the GCC turn emerging technologies into business advantage. The AbaYa-Track Delivery Module recovered AED 111,246 of trapped manufacturing backlog in 30 days at 11.1:1 value-to-cost. Available Q3 2026.
Creative Technologist & AI Architect.
I sit between AI research and shippable product. Most "AI projects" die in a demo. I've shipped them across factory floors, payment rails, and EdTech.
- Based in
- Dubai, UAE
- Countries
- 13
- Readers
- 325K+
- Years
- 7+
The work,
not the wrapping.
The Delivery
Module.
The AbaYa-Track Delivery Module is a value-weighted production dashboard I built for Famous Abaya LLC in Dubai, UAE. It surfaced AED 111,246 of trapped manufacturing backlog in 30 days at an 11.1:1 value-to-cost ratio, lifted production output 38%, moved on-time delivery from 65% to 92% — and did it with zero additional hires.
What shipped is not a chart. It's a four-layer system: floor events → employee/order map → value engine → delivery module. Each layer is a different engineering decision.
From the floor to the
boardroom.
Floor→Eventstream
Every station on the floor emits a QR-scan event — cutting table, embroidery queue, QC station, dispatch. The event is a tuple: (employee_id, station_id, order_id, sku, timestamp).
Employee↔Order↔Value
Each order is joined to its invoice price, SKU history, tier (VIP / Standard), and time-on-floor. Each employee gets a live production map: orders touched, time on each, current bottleneck. The join is not a SQL JOIN — it's the join that decides what the manager will see.
Valueengine
Five variables — price, SKU history, status, tier, aging — collapse into one weighted AED number per order. Same formula runs offline in the factory SQL.js cache and online in the Cloudflare Worker: 0.40·p + 0.20·s + 0.15·st + 0.15·t + 0.10·a
TheDeliveryModule
The boardroom view. The bottleneck you saw is the Confirmed → Processing handoff: 189 orders, AED 55,119, approved-but-not-started. The dashboard points the floor manager at the right orders in the right order.
Every unit looks the same in the unit-count view. An AED 150 abaya and an AED 850 abaya both count as 1. The value is invisible.
True backlog value, weighted by SKU and tier. 49.5% of it sits in the Confirmed stage — approved but never started.
Five variables,
one truth.
Invoice value at the line item.
Median revenue per model.
Stage in the production flow.
VIP vs Standard weighting.
Time decay on the order.
Where the AED 111K sits.
189 orders worth AED 55,119 are approved but not started. Fixing this handoff unlocks 49.5% of trapped value.
2.3× more
per VIP unit.
A VIP unit is worth AED 641. A Standard is worth AED 281. Same counter. Different economics.
The numbers,
unflinched.
One-time: handoff squad + dashboard layer.
35% contribution margin. 50% backlog value reduction in 30 days = 0% ROI on a AED 10K intervention.
Stop tracking units.
Start tracking value.
What I actually do,
in plain text.
I sit between AI research and shippable product. My job is to make sure the second one wins.
Most "AI projects" die in a demo. I've shipped them across factory floors, payment rails, and EdTech. The pattern is always the same — instrumentation first, model second, automation third, scale fourth. Skip a step and the whole thing leaks.
- 01AI Agent WorkflowsProduction-grade, not a demo
- 02Process AutomationPays for itself in 90 days
- 03React + React NativeOne brain, two surfaces
- 04Rust · C · C++When perf is the spec
- 05Cross-cultural GTMEN · BN · DE · HI · GCC
Multilingual across the GCC + South Asia.
- ENEnglishEnglishFluentIELTS 7.5
- BNবাংলাBengaliNativeMother tongue
- DEDeutschGermanWorkingGoethe A2 · 42 Wolfsburg era
- HIहिन्दीHindiConversationalSouth Asia + UAE diaspora lingua
Five GCC markets, one operating cadence.
Cross-cultural GTM delivery — founders, SMEs and enterprises across the Gulf. UAE home, the rest ready.
- HomeUAEDubai · Abu Dhabi · SharjahUAE Company Visa held
- OpenKSARiyadh · NEOM · JeddahVision 2030 programs
- OpenQatarDoha · LusailQNV 2030 alignment
- OpenBahrainManama · RiffaFintech + GCC operations
- OpenOmanMuscat · SalalahVision 2040 execution