VISIONNEURALDATA+1COMMERCE
Independent · GCC · Singapore · Malaysia · Worldwideمستقل — متاح للعمل عن بُعدSelamat datang

Engineeringintelligent systemsfor the real world.

specialty:AI / ML.computer vision.marketing automation.LCL shipping.e-commerce.AI / ML.

I engineer production-grade AI and machine learning systems for businesses that need real outcomes — computer vision at theme-park scale, intelligent e-commerce with marketing automation, and LCL freight consolidation tools that ship to enterprise clients across the GCC, Singapore, and Malaysia.

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Selamat datang 👋 I'm thearifoffice's AI. Ask me about our AI / ML, computer vision, automation, or e-commerce work — boleh, anything.
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Years building
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Production systems
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Expertise

What I do

Six lanes of work I ship in production. Pick one — I can talk specifics.

◆ 01

Computer Vision

Face & object detection at scale, OCR pipelines, photo-matching for theme parks, real-time inference on commodity GPUs.

Used by →Theme parks · Manufacturing QC · Real estate photo enhancement · Construction site monitoring
◆ 02

AI / ML Engineering

Model fine-tuning, LLM integration, RAG systems, evaluation pipelines, and shipping ML to production reliably.

Used by →Knowledge assistants · Multi-agent workflows · Document intelligence · Conversational commerce
◆ 03

Automation & Backend

Python · Node.js · workflow automation, scrapers, internal tools, REST/GraphQL APIs, queue-based processing.

Used by →Construction bid generation · Field-service job intake · Real estate lead routing · Fuel ops automation
◆ 04

E-commerce & Group Buy

Group-buy platforms, multi-vendor stores, payment integration, inventory sync, and shop dashboards for SMBs.

Used by →GCC retail · DTC commerce · Construction supply houses · Trade distributors
◆ 05

Shipping & Logistics (LCL)

LCL consolidation tools, freight tracking, customs documentation, route planning, and freight cost calculators.

Used by →Freight forwarders · Construction material imports · Industrial equipment movers · Fuel logistics
◆ 06

Accounting & Bookkeeping

Double-entry systems, automated reconciliation, VAT handling for GCC, monthly close, and financial reporting.

Used by →Construction contractors · Field-service operators · Trade SMBs · Freight forwarders
Real-world scenarios

What this actually looks like in your industry.

Capabilities are abstract. Use cases aren't. If you run a construction firm in Riyadh, a field-services operation in Dubai, or a multi-location retailer in KL — here's roughly where we plug in.

Construction

Photo-based progress reports from site cameras, automated bid & quote generation from BOQs, crew GPS check-in, CV-based safety alerts (PPE, fall zones).

Field Services & Contractors

WhatsApp-first job intake with photo diagnosis, parts inventory tied to van stock, route-aware crew scheduling, one-tap invoicing with VAT.

Retail & DTC Commerce

Multi-location POS-to-cloud sync, real-time stock across stores, WhatsApp loyalty + reorder flows, footfall analytics from existing security cameras.

Real Estate

CV-based property photo enhancement (sky replace, dehaze, lighting), automatic lead routing by neighbourhood/budget, viewing schedulers tied to agents.

Fuel & Oil Operations

Automated tank gauging, reconciliation across deliveries and dispenser readings, national survey reporting, anomaly alerts on loss patterns.

Theme Park & Hospitality

Ride photo matching, queue analytics from CCTV, guest-flow forecasting, on-park retail integrated with photo packages.

Computer VisionAI / ML EngineeringPython · Node.jsE-commerceGroup BuyLCL ShippingMarketing AutomationTheme Park PhotoSelamat datangGCC · SG · MYComputer VisionAI / ML EngineeringPython · Node.jsE-commerceGroup BuyLCL ShippingMarketing AutomationTheme Park PhotoSelamat datangGCC · SG · MY
Selected work

Selected work

Real systems, real users. Tap any project for the full case study.

FACE_MATCH99.2%~40M/SEASON
Computer Vision · Production

Theme Park Photo Engine

Match-and-deliver pipeline that processes millions of ride photos per season — face matching, watermarking, and on-demand delivery to guest portals.

Sub-second match across 40M+ photos
Zero downtime across full season
READ CASE STUDY
5+ buyers$4820+ buyers$36$34$32★ POPULAR50+ buyers$24▲ MORE BUYERS · LOWER PRICE
Full-stack · E-commerce

Group-Buy Marketplace

Tiered group-buy mechanics — the more buyers join, the lower the unit price. Vendor onboarding, escrow, and shipping cost split across the cohort.

Live tier pricing without race conditions
Offline-first checkout on 3G
READ CASE STUDY
CONSOLIDATED87% UTIL→ DXB
Logistics · Internal tools

LCL Freight Console

Container consolidation planner — packs LCL shipments by volume, weight, and destination port. Auto-generates customs forms and arrival ETAs.

Auto-fills GCC customs forms
Container fill optimized by weight + volume
READ CASE STUDY
P&L · MoM↗ +18%VAT 5%
Accounting · SaaS

Bookkeeping Suite

Double-entry ledger with bank-feed reconciliation, GCC VAT module, multi-currency support, and one-click monthly P&L for SMB owners.

GCC VAT engine built-in, FTA-compliant
92% auto-categorization accuracy
READ CASE STUDY
triggerscrapetransformdeliverEVENT-DRIVEN · ~600 RUNS/DAY
Workflow · Internal

Automation Pipelines

Headless scrapers, ETL flows, and event-driven internal tools that replaced manual ops work — saving teams hours every day.

LLM repairs broken selectors automatically
120 hours saved per week
READ CASE STUDY
DEFECTYOLOV8 · 24FPS · 0.3% MISS
Computer Vision · Industry

Vision Quality Control

Defect detection on production line photos — flags anomalies, tracks per-shift quality scores, and routes flagged items for human review.

Real-time defect detection on line
Routes flagged items to human review
READ CASE STUDY
VAT{"invoice_no":"INV-7842""date":"2024-11-15""vendor":"Al Falah LLC""total":4,238.50}EXTRACT · 97.4% ACCURACYAR · EN · MIXED
Computer Vision · Document AI

Document Intelligence Suite

OCR + LLM pipeline that extracts structured data from invoices, IDs, and customs forms — handles bilingual Arabic/English layouts, stamps, and noisy scans from phone cameras.

Bilingual Arabic-English OCR
97.4% per-field accuracy
READ CASE STUDY
Al Aroosa Storeonlinedo you have abayas?Black AbayaAED 2453 sizes availableTap to add to cart →I'll take size MOrder #2847Paid · ships tomorrow▶ INTENTparsed▶ CATALOGmatched▶ ORDERcreatedLLM ◇VECT ◇PAY ◇WHATSAPP-NATIVE COMMERCE
Conversational Commerce · LLM

WhatsApp Commerce Engine

WhatsApp-first storefront with LLM-powered product search, cart, checkout, and order tracking — built for GCC and South Asian SMBs who already sell on WhatsApp but lack systems behind it.

Voice + photo + text intent in one flow
Tool-grounded LLM, no hallucinated prices
READ CASE STUDY
policy.mdspec.pdfwiki.mdslack.txtVECTOR SPACE3 matches"what's ourVAT policy?"Answer:VAT is 5% acrossall GCC emiratesexcept KSA whichapplies 15%.[1][2]RAG · 94% GROUNDEDCITATION-REQUIRED
AI / ML · Internal SaaS

RAG Knowledge Assistant

LLM assistant grounded in company docs — Slack/Drive/Notion ingestion, semantic search, source-cited answers, and a feedback loop that learns from corrections.

Source-cited answers, no hallucination
Per-user permissions honored end-to-end
READ CASE STUDY
ISSUE #142add VAT calc toinvoice endpointpriority: highlabel: backendest: 2hn8nORCHESTRATECLAUDE CODE$ git checkout -b feature/142-vatCURSORPR #287+ vat-engine.ts+ tests passready ✓7m 42sSPEC → PR · 7.8 min median63% AUTO-MERGEABLE
Agentic Workflows · DevX

Agentic Dev Stack

n8n + Claude Code + Cursor stitched into a spec-to-PR pipeline — issues become branches, branches become reviewed PRs, with humans only in the loop where judgment matters.

Issue → branch → PR in under 8 minutes
Human review only where judgment matters
READ CASE STUDY
BRIEFcompetitiveintel · GCCPLANNERRESEARCHERWRITERFACT-CHECKEREDITORBRIEF.mdcited · checked ✓5 AGENTS · LANGGRAPH STATE96% CITED
LangGraph · CrewAI · Orchestration

Multi-Agent Research Pipeline

Specialized agents — researcher, writer, fact-checker, editor — collaborate through a LangGraph state machine, with CrewAI roles and n8n as the top-level scheduler. Used for competitive intel briefs and marketing content.

Each agent owns one job, with veto rights
Fact-checker can reject and force rewrite
READ CASE STUDY
PROMPTSKU#A-204 ·summer · outdoorBRAND-LoRA62 refs · palettelocked · v3.2REF PHOTOcontrolnetdepth + cannyT₀T₂₀T₅₀T₈₀RENDERapproved ✓COMFYUI + SDXL · $0.18/imgBRAND-LOCKED
Diffusion · Brand-Aware Imagery

Generative Visual AI Studio

ComfyUI graphs and Stable Diffusion LoRAs that produce on-brand product imagery at scale — seasonal variants, lifestyle shots, ad-creative angles — triggered by e-commerce events through n8n.

Brand-LoRA keeps style consistent across SKUs
From new SKU → 12 lifestyle shots in 4 minutes
READ CASE STUDY
Worked with

Building production systems for serious businesses.

A sample of the brands we ship for across the GCC, Singapore, and Malaysia.

MAKEABL logoTheme Parks Photography
MeridianFreight & LCL
C·A·E·L·U·MConglomerate
PETROLINKFuel & Oil
BuildCoreConstruction
shopingroup.com logoE-commerce
vertex/logisticsLogistics
TRADELINETrade Finance

Placeholder wordmarks shown — real client logos pending NDA clearance. Verifiable references available on serious enquiry.

Client words

What people actually said.

A small selection from Fiverr buyers across the US, UK, Canada, and Australia. Same voice, same standards, wherever the work lands.

Honestly above what I expected. Delivered clean, didn't pad the scope, didn't have to chase him once. Already booking the next gig.

[Mark Robinson]
E-commerce founder · 🇺🇸 United States
Computer Vision · Photo pipeline
fiverr

Did in 4 days what my last dev couldn't do in three weeks. Just gets it. No drama.

[David Brown]
Operations manager · 🇬🇧 United Kingdom
Python automation · Web scraping
fiverr

Best money I've spent on Fiverr full stop. Communication is spot on and the build just works the way you'd want.

[Sarah Johnson]
Shopify store owner · 🇨🇦 Canada
E-commerce build · Shopify
fiverr

Mate, this guy is the real deal. Plenty of devs talk a big game — Arif actually delivers. 100% will use again.

[Michael Davis]
Agency director · 🇦🇺 Australia
AI / ML · Model integration
fiverr

Fixed a bottleneck we'd been living with for two years. In a week. Cannot recommend highly enough.

[Robert Wilson]
Logistics coordinator · 🇺🇸 United States
LCL shipping · Internal tooling
fiverr

Saved us about 15 hours a week, no exaggeration. Knows GCC VAT inside out which was the dealbreaker for us.

[Jennifer Martinez]
Finance lead · 🇬🇧 United Kingdom
Bookkeeping automation · VAT
fiverr
Experience

Where I've been

2023 — Now

CV Engineer · Theme Park Photo

Building real-time photo matching at scale — millions of guest photos sorted, watermarked, and delivered to portals every season.

2021 — 2023

ML Engineer · AI lab (inside the industry)

Mid-career stint inside an applied-AI lab — close to how production CV/ML systems actually get shipped, governed, and supported once they leave the notebook. The exposure shaped how I scope every project today: model choice is the easy part; evaluation, drift, and the human review loop are where most teams quietly lose.

2020 — 2021

Freelance · Fiverr (Top-rated)

Python automation, scraping, and small-business e-commerce builds for international clients.

Side · Ongoing

Business Admin · Shipping & Books

Hands-on experience with LCL freight ops, group-buy coordination, and bookkeeping for small importer businesses.

Get in touch

Let's build something

Cold mail welcome. I read every brief — replies within 48 hours.

hello@thearifoffice.comLinkedInGitHub
Replies within 48 hours