GHAZWAN ALEMARA

Principal AI Architect & FounderDataCastle & DataGenius

Translating complex business requirements into production-grade systems.

I am a Principal AI Architect translating complex business requirements into production-grade systems. I am the Founder of DataCastle (automating Nordic logistics via AI), backed by the architecture R&D lab, Data Genius. I combine product ownership with AI-assisted engineering to compress concept-to-production timelines into 1-2 days.

<500ms
Dispatch Latency (Supernova)
1–2 Days
Concept-to-Production Speed
100%
Production Platforms
3+ Years
Production AI Leadership
ACADEMIC CREDENTIALING

EDUCATION & SYSTEMS FOUNDATION

Level 7 (SeQF / EQF)

Stockholm University

M.Sc. in Computer & Systems Sciences

Specialization in E-Government & Digital Transformation · Stockholm University

October 2022 · 120 ECTS · SeQF/EQF Level 7 · Master's Thesis: 30 ECTS

Degree Credits
120 ECTS

Rigorous Graduate Curriculum Completed:

Decision Support & Business Intelligence Systems
Information Systems Governance & IT Strategy
Security & Privacy in Digital Systems (IT Law, Ethics & Risk)
Big Data & Open Data Management
Citizen-Centric Service Design & Enterprise IT Architecture
Process Support & Case Management Systems
Research Methodology & Applied Computer Science
Master's Thesis in Systems Sciences (30 ECTS)
CORE COMPETENCIES

TECHNICAL LEADERSHIP & EXECUTION

Technical direction and hands-on implementation capabilities certified across shipped production platforms.

AI & Agent Architecture

  • Multi-agent architecture & orchestration
  • Retrieval-Augmented Generation (RAG) & vector search
  • Semantic routing & intent classification
  • LLM tool-calling & reactive execution loops
  • Agent memory & context graph management
  • Agent sandboxing & security boundaries
  • Model Context Protocol (MCP) implementation
  • System prompt engineering & few-shot tuning

AI-Assisted Delivery Speed

  • Directing AI coding agents (Gemini CLI, Cursor)
  • Rapid concept-to-production turnaround (1–2 days)
  • Technical direction across Next.js, Python, GCP
  • Automated code synthesis & schema validation
  • Architecture-first rapid prototyping
  • Continuous integration & deployment pipelines

Cloud & Data Infrastructure

  • Google Cloud Platform (Cloud Run, Cloud Functions)
  • Firebase (Auth, Firestore, Hosting, Security Rules)
  • Vertex AI & Vector Search
  • PostgreSQL schema design & query optimization
  • Serverless scale-to-zero cost architectures
  • REST & GraphQL API design and consumption

Enterprise Systems & Delivery

  • Translating complex business requirements into production architecture
  • Technical leadership and engineering team oversight
  • API & third-party integration (Stripe, Cloud Run, LLM APIs)
  • Regulatory-aware system design (GDPR, EU AI Act)
  • End-to-end product ownership (concept to production)
  • Stakeholder communication & executive alignment
PRODUCTION PLATFORMS

ENTERPRISE ARCHITECTURES & PLATFORMS

Shipped systems translating complex business operations into deterministic multi-agent AI platforms with measurable commercial impact.

Active Commercial FlagshipFounder & Principal Architect

DataCastle

Commercial Flagship · Autonomous Logistics & Regulatory Intelligence

Visit Live Platform

Active commercial flagship automating European logistics and continuous regulatory intelligence via autonomous AI agents. Features continuous compliance tracking, real-time telemetry inspection, and autonomous workflow automation.

Operational Status
Active Flagship
Target Domain
Nordic Logistics
Architecture
Autonomous Swarms

Architecture & Core Subsystems

Automated logistics operations and freight document processing via multimodal agent pipelines.
EU AI Act & GDPR compliance classification engine with immutable cryptographic verification.
Real-time telemetry monitoring for sensitive data handling and PII protection.
Autonomous remediation workers deploying real-time operational patches and event routing.
Stack:Next.js 15Google GeminiGCP Cloud RunFirestoreTailwind CSSTypeScript
Autonomous Agent OSConceived, Architected & Built from the Ground Up

Supernova

Multi-Agent Operating System & Compute Marketplace

Visit Live Platform

Conceived, architected, and independently engineered: a multi-agent operating system and compute layer that enables autonomous agents to perform cognitive research, code synthesis, and multi-step business process execution. Features sub-500ms dispatch latency, an ephemeral serverless execution sandbox on Cloud Run, and automated Stripe billing.

Dispatch Latency
<500ms Realtime
Execution Sandbox
Cloud Run
Cost Architecture
Scale-to-Zero

Architecture & Core Subsystems

Multi-agent cognitive core powered by Google Gemini with dynamic memory graphs and tool-calling.
Semantic routing engine built on Vertex AI Vector Search over a 500+ tool directory.
Serverless execution sandbox on Cloud Run with real-time streaming telemetry and 60 RPM choke guard.
Credit-based billing and subscription engine with Stripe API integration.
Stack:Next.js 15Google GeminiGCP Cloud RunFirebase Auth / FirestoreStripe APITailwind CSS
Enterprise ArchitectureSystems Architecture & Engineering

CreDominion

Commercial Real Estate Underwriting Command Center

Visit Live Platform

Architected and engineered a commercial real estate underwriting command center that compresses 3 to 4 weeks of manual analyst review into a 10-minute, 4-click AI workflow. Combines automated financial modeling (NOI, cap rates, 10-year IRR), an AI zoning and due-diligence document synthesizer, and a live deal-room and portfolio-governance system.

Analyst Turnaround
3-4 Wks → 10 Mins
Workflow Scope
4-Click Automation
Platform Model
Production Platform

Architecture & Core Subsystems

Multimodal document ingestion agent processing 200+ page offering memorandums, municipal zoning laws, and environmental reports.
Automated financial modeling engine calculating NOI, debt yields, cap rates, and 10-year IRR sensitivity matrices.
AI zoning and due-diligence document synthesizer cross-referencing tenant roll histories against investment mandates.
Live deal-room and portfolio-governance system integrating directly into existing broker deal pipelines.
Stack:Python / FastAPIGoogle GeminiGCP Cloud RunPostgreSQLNext.js 15Tailwind CSS
Production PlatformESG Accounting & Verification Swarm Architecture

GN0E

Global Carbon Accounting & Net-Zero ESG Platform

Visit Live Platform

Architected and engineered a global carbon-accounting and net-zero ESG platform: an automated Scope 1, 2, and 3 emissions engine aligned to the GHG Protocol, a UN-verified carbon offset marketplace with retirement tracking, and automated audit-ready ESG report generation.

Scope Coverage
Scope 1, 2 & 3
Compliance Standard
GHG Protocol
Verification Model
Audit-Ready Reports

Architecture & Core Subsystems

Automated emissions calculation engine extracting telemetry from enterprise cloud bills, logistics feeds, and ERP entries.
Deterministic greenhouse gas calculation models strictly adhering to the Greenhouse Gas (GHG) Protocol.
Integrated UN-verified carbon offset marketplace with immutable retirement tracking and verification.
Automated audit-ready ESG report synthesis and cryptographic audit ledger exports.
Stack:Google GeminiPythonCloud RunNext.jsREST APIsTailwind CSS
ADDITIONAL ENTERPRISE PLATFORMS

Extended Production Track Record

Autonomous System

CyberAgents

Real-Time AI-Driven Adversarial Sandbox

Gamified autonomous AI cybersecurity training simulator. Runs dynamic red-team and blue-team agents in isolated web terminals for automated penetration testing and defensive training.

Open Live Platform
Agent Ecosystem

UHNWIS

Autonomous Concierge & Capital Matchmaking

Private matchmaking platform and autonomous AI concierge for family offices and verified allocators with zero-knowledge data privacy.

Open Live Platform
STRATEGIC ENGAGEMENT

LET'S ACCELERATE YOUR AI INITIATIVES

Collaborating with forward-thinking enterprises to architect, build, and deploy production-grade multi-agent AI systems and custom infrastructure.

[email protected]

Data Genius • Gothenburg, Sweden