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Ibrahim Gamal · Solutions Architect & Engineering Lead

I build the systems most people are reluctant to take on.

In the last year: a regional command center spanning 26 hospitals, delivered on deadline with a five-engineer team; an anti-hallucination RAG platform in production; the data-governance layer for regulated healthcare records. Most useful where the requirements are vague and the stakes are high.

See the work
hospitals, one command center
26
hospitals, one command center
live ambulances tracked
71
live ambulances tracked
AI model cost cut, zero regression
75%
AI model cost cut, zero regression
delegates supported at COP27
35K+
delegates supported at COP27

Selected work

Production systems real teams run on.

All case studies

01

Regional Command Center

Jazan Health Cluster, government contract

NestJS · PostgreSQL · Prisma · Socket.io · Redis · LiveKit

The system of record fusing 26 hospitals into a single real-time operational picture: 71 live ambulances, an 8-state dispatch engine, and clinical KPI machines for STEMI, Stroke, and Trauma. Delivered on a government deadline with a team of five.

26 hospitals71 live ambulances99.9% validated accuracy~70% less coordination overhead
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02

Emergency Department Queue

Multi-tenant patient flow, same cluster

Node.js · Express · Prisma · Next.js · SSE · Playwright

Live patient-flow aggregation across 26 emergency departments: a triage engine blending CTAS/ESI weighting with wait-time aging, race-safe daily token issuance, and public displays driven by server-sent events.

26 EDs aggregated~1 min update cadence99.9% data accuracy
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03

AI Content Strategist

Autonomous LLM pipeline

n8n · OpenAI · Apify · Node.js

A 6-step autonomous pipeline that does the work of a senior content strategist: scrapes the niche, reasons over it with GPT-4, and ships production-ready calendars. Days of planning compressed to about 15 minutes per client.

Days → ~15 min6 autonomous steps20+ hrs/week saved
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04

Qanooni Legal Platform

Dual-sided legal marketplace

Next.js · Node.js · PostgreSQL · Stripe · Elasticsearch

A legal marketplace onboarding 500+ lawyers and facilitating 5K+ client matches: Stripe consultation payments, Elasticsearch legal discovery, real-time chat, and full Arabic RTL across client, lawyer, and admin tiers.

500+ lawyers onboarded5K+ client matchesFull Arabic RTL
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05

UNFCCC Carpooling

UN Climate Change, Bonn

Leaflet · PostGIS · PostgreSQL · Python · OpenStreetMap

A geospatial carpooling platform adopted organization-wide by the UN Climate Change sustainability team: PostGIS matching, Leaflet routing, and a deliberately zero-cost open stack so the UN could actually run it.

Adopted org-widePostGIS matchingZero-cost stack
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What I take on

Mission-critical platforms

Command centers, dispatch engines, realtime operational systems. The kind of thing that has to hold up under real load and real stakes, and keeps holding up.

AI & LLM systems

Provider-agnostic agent layers, RAG grounded in your own data on PostgreSQL and pgvector, and cost-aware model routing. Production AI that answers truthfully and doesn't burn the budget.

Data governance & integration

Master-data governance for regulated records, GDPR control layers with full audit traceability, and legacy systems (CSV, SFTP, API) normalized into one model that holds 99.9% accuracy.

The CV tells you what I did. The brain tells you who I am.

Seven sides of a person, mapped onto a 3D brain that physically re-forms into the meaning of each one. Ownership, the Adaptive Mind, the Builder, For Every Human, the Practice, the Mission, the Wanderer.

Deep dive into my brain

How an engagement runs

Start to finish, full ownership.

1

The first conversation

I sit in the business conversation, not just the ticket queue. Vague requirements are the starting point, not a blocker.

2

The architecture

The system gets designed before it gets built: data model, integration backbone, failure modes, and the deadline math.

3

The hard middle

I write the hard parts myself and lead the team through the rest. The uncomfortable middle is where I am most useful.

4

Down to our own servers

Deployed, monitored, owned. If my name is on it, I own every layer, to the metal.

Contact

Have something most people would hesitate to take on?

Vague requirements and high stakes are the brief, not the problem. Tell me what you are trying to make real.