0
Years Building Software
AMR JANBAI — TECHNOLOGY BUILDER
GIVE ME THE PROBLEM. I'LL BUILD THE SOLUTION.
Not slides. Not theory. Correct execution — from idea to a system that ships.
AI · SOFTWARE · FINTECH · AUTOMATION · WEB3 · BUSINESS SYSTEMS
WHY PEOPLE TRUST ME WITH THE HARD PART
I DON'T JUST IMAGINE SYSTEMS. I EXECUTE THEM CORRECTLY.
Idea without architecture is noise. Architecture without shipping is theater. I take a raw idea, pressure-test it, design it properly, and put it into production — the way banking systems taught me: precise, governed, and real.
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01
IDEA Listen. Clarify. Cut the fantasy.
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ARCHITECTURE Design what can actually survive production.
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BUILD Ship the system — not a slide deck.
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PROOF Working outcome. Measurable. Owned.
AMR JANBAI · BUILDER
20+ years software · 10+ years banking systems · end-to-end delivery
PUT MY EXECUTION ON YOUR PROBLEMWHAT ARE YOU TRYING TO SOLVE?
I DON'T SELL CODE. I BUILD OUTCOMES.
Technology is only a tool. The real work is understanding the problem, designing the right architecture, building it correctly, and turning it into something that creates measurable business value.
FROM PROBLEM TO PRODUCTION
- YOUR PROBLEM
- STRATEGY
- ARCHITECTURE
- AI / SOFTWARE / AUTOMATION
- DEPLOYMENT
- WORKING BUSINESS
EXPERIENCE CHANGES HOW YOU SOLVE PROBLEMS.
0
Years in Banking & Financial Systems
END-TO-END
Idea → Architecture → Development → Production
MULTI-DISCIPLINARY
AI → Software → FinTech → Web3 → Business
THINGS I'VE BUILT & DESIGNED
Decision graphs
THE PROBLEM
Healthcare operations needed verified services, transparent settlement, and measurable impact — not another speculative token story.
THE THINKING
Design around real utility: request → verify → treat → settle → record → impact.
THE SYSTEM
Healthcare ecosystem concepts with verification, provider workflows, and auditable backend processes.
THE OUTCOME
A blueprint for connecting medical services with digital infrastructure that can be trusted.
Bit lattices
THE PROBLEM
Regulated banking environments needed systems where availability, integrity, and controlled change were non-negotiable.
THE THINKING
Treat GenAI and software as governed production assets — access, audit, human oversight.
THE SYSTEM
Business-critical banking applications and database-backed operational systems (~10 years).
THE OUTCOME
Discipline that transfers: secure AI and enterprise delivery in sensitive domains.
Ledger relation graphs
THE PROBLEM
Teams wanted AI features that survive contact with production — not demo theater.
THE THINKING
Wire LLMs to real APIs, data boundaries, and workflows with clear ownership.
THE SYSTEM
AI-assisted architectures: assistants, RAG patterns, secure APIs, deployment boundaries.
THE OUTCOME
AI that is useful, governable, and operable.
THE TOOLS CHANGE. THE ABILITY TO BUILD DOESN'T.
AI
LLMs · Agents · RAG · Vector Search · Model Orchestration
BACKEND
Python · Node.js · .NET · APIs · Distributed Systems
DATA
PostgreSQL · SQL Server · MongoDB · Redis · Vector Databases
INFRASTRUCTURE
Docker · Linux · Cloud · Monitoring · Security
FINTECH
Financial Systems · Transaction Architecture · Payment Integrations
WEB3
Smart Contracts · Digital Assets · Blockchain Infrastructure
HAVE A PROBLEM NOBODY SOLVED YET?
Describe it in one sentence.