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Dubai, UAE · BIDA® & FMVA® Certified

I turn messy data into useful systems.

Data analyst and AI engineer building reporting pipelines, dashboards, and local-first tools. From government workflows to personal apps, I make complex information easier to use.

Work Experience

Where I've Built

From government automation in Dubai to multi-department institutional data governance at Nile University.

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DOC // WORK·Strategy & AI Governance
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INSTITUTION:
Nile University
ROLE:
Strategy Specialist (Data Strategy)
DURATION:
Sep 2025 — Present(Active)
Deliverables & impact:

Leading institutional telemetry and data strategy. Managed complete ETL from SQL Server to executive Power BI reporting, and engineered annual report automation with verifiable local-first AI attribution (llama.cpp/Qwen) and Laserfiche routing across 28 departments.

Scope
28 Depts
Attribution
Local-First AI
Workflow
Laserfiche Automated
STACK:Local-First AI28 DepartmentsPower BILaserfiche WorkflowsSQL Server
Leng Workbench
6 Screens →
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Education: BSc in Business Analytics — Egypt University of Informatics (EUI)
Certifications: BIDA® · FMVA® · FPWMP® (CFI) · Google PM

01 / Work from jobs

Professional Work

Systems I built with teams, for real operational problems.

Nile University · Reporting & governance

Leng

A reporting workbench that brings department submissions, source checks, and local AI into one workflow, connected to Laserfiche and Power BI.

Strategy Specialist (Data Strategy) · Nile UniversitySep 2025 – Present

Scope
28 departments
AI execution
On-device
Workflow
Laserfiche
Leng — Nile University Official Matrix + AI-Extracted Renewal Workbench Dashboard
6 Production Screens
★ LOCAL AI // qwen3:4b
6 screens in the case study

NutriHub · E-commerce & forecasting

NutriHub Analytics

Automated fee, royalty, and order reconciliation, reducing recurring manual reporting by approximately 90%. Built Monte Carlo models to explore revenue and inventory risk.

Digital Platforms & Data Analyst · NutriHubApr 2025 – Feb 2026

Manual reporting
~90% less
Product catalog
100+ products
Forecast method
Monte Carlo
NutriHub Monte Carlo dashboard — 5,000-trial profit dispersion, downside risk, and executive decision panels
5k Monte Carlo Sims
★ 0.18% PROBABILITY OF LOSS
Forecast scenarios · Model outputs, not realized profit

Dubai Government · HR operations

Dubai Government HR

Automated desktop data management application in Python/Tkinter that reduced manual processing by 40% and cut reporting turnaround by 50%.

Python & Data Analytics Intern · Dubai GovernmentAug 2023 – Sep 2023

Report turnaround
50% less time
Manual processing
40% less
Built with
Python / Tkinter
Dubai Government HR Training Manager — illustrated cover of the Python/Tkinter needs-analysis form with Excel export
1,420+ Staff Records
★ -50% TURNAROUND
6 screens in the case study

Experience at a glance

Full CV

02 / Built for the fun of it

Playground

Personal tools, experiments, and things I built because I wanted them to exist.

Personal project · macOS

Osh

I wanted a native document reader that stayed out of the way.

Fast, native macOS QuickLook, reader & editor for Markdown, Typst, and AI .skill files with KaTeX, Mermaid, and RTL support.

Osh welcome screen on a MacBook
SwiftUI · 60fps
★ KaTeX & Mermaid

Personal project · iOS

Soma

Make meal logging feel natural, especially for Egyptian Arabic and the food we eat.

A native iOS nutrition app with AI photo, voice, and text meal logging, including Egyptian Arabic and local foods. Tracks calories, protein, water, and steps.

Soma portfolio cover with the navy mascot and iPhones showing the Home and AI meal logging screens
Photo + Voice
Technical Arsenal

Toolchains & Systems

Battle-tested across municipal government, enterprise strategy, and high-volume e-commerce.

Languages & DBs
SQL (Postgres/MSSQL)Python (Pandas/NumPy)Swift / SwiftUI
BI & Modeling
Power BI & DAXMonte Carlo SimFinancial Modeling (FMVA®)
Pipelines & Cloud
Azure Data FactoryCloud ETLLaserfiche Routing
AI & Governance
llama.cpp / QwenData LineageApple HealthKit

People love data products that come from a deep understanding of what actually happens on the ground. I like being in the thick of it, working with small, sharp teams on systems that matter.

Right now, I specialize in verifiable data provenance pipelines, automated reporting engines, and local-first AI tooling.

Previously at Nile University (Strategy Specialist), Dubai Government (Python), and NutriHub (Digital Platforms & Data Analyst).

Based in Dubai, UAE (Family Visa Holder). Open to high-impact enterprise data roles locally and remote collaboration worldwide.

CAI✈DXB·2,420 km

From Cairo to Dubai

A trajectory defined by institutional scale, verifiable data provenance, and the pursuit of world-class enterprise execution.

← Cairo
Dubai →
Cairo Origins — Minimal Editorial Paper Illustration
Chapter 01 · Foundations2021 — 2024

Nile Rigor & Provenance

Formed in the depth and density of Cairo. At Nile University, I architected multi-department reporting pipelines across 28 departments, replacing manual ambiguity with verifiable local AI attribution and audit-proof lineage.

Local-First AIData LineageInstitutional Governance
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Have something in mind?

For data roles, collaborations, or a conversation about something you're building.

Ziadm4772@gmail.com