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M7md EhabME
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M7md Ehab

@m7mdehab

Data Engineer at Network International delivering banking data migrations and reliable, validated target datasets.

Egypt
Message

At Network International, I own enterprise data-engineering and migration workflows for banking clients across Africa and the GCC. I map heterogeneous legacy sources to target datasets, then profile, cleanse, validate, and reconcile data ahead of production cutovers.

I built Presaira, a publicly deployed football prediction platform with a PostgreSQL data pipeline and a live-updating Monte Carlo simulation. I’m also building OpportunityOS, a platform for discovering, qualifying, matching, and applying to opportunities.

Experience

Work history, roles, and key accomplishments

NI
Current

Data Engineer

Network International

Jan 2026 - Present (9 months)

Owns enterprise data-engineering and migration workflows for banking clients across Africa and the GCC, translating heterogeneous legacy-source structures into reliable target datasets. Defines source-to-target mappings and transformation/validation rules, and profiles, cleanses, validates, and reconciles data ahead of production cutovers.

AI

Business Analyst Team Lead

Al Tayseer International

Jun 2025 - Jan 2026 (7 months)

Consolidated multi-brand and external-agency performance data across four group companies into a unified reporting view, aligning KPIs, timelines, and deliverables to support monthly commercial decision-making.

DE

Junior AI Engineer

DemoNow.ai

Jan 2024 - Jul 2025 (1 year 6 months)

Built and improved LLM-powered conversational-agent workflows in Python, including prompt/tool-calling logic and integration with external product systems. Implemented RAG and knowledge-base pipelines for company documents using document processing, embeddings, retrieval, and grounded responses.

ET

Technical Team Lead / Data Analyst

Egyptian African Trade

Jul 2024 - Jun 2025 (11 months)

Extracted sales, inventory, and warehouse data from ERPNext, defined KPI/reporting logic with operations and finance, and connected paid-social metrics with sales impact and product movement.

Education

Degrees, certifications, and relevant coursework

DA

Databricks

Databricks Certified Data Engineer Associate, Data Engineering

Earned the Databricks Certified Data Engineer Associate credential.

UD

Udemy

Certificate, AI/LLM Engineering

Completed an AI/LLM Engineering course instructed by Ed Donner.

CC

Canadian International College

Bachelor of Science, Computer Science

2021 - 2024

Grade: CGPA 3.55

BSc in Computer Science with a Data Science major, covering data structures, algorithms, SQL, machine learning, and more. Achieved a CGPA of 3.55.

EA

ExploreAI Academy

Scholarship, Data Science and AI

2023 - 2024

15-month Data Science and AI scholarship program covering Python, SQL, data analysis, machine learning, and AWS foundations.

MA

McKinsey Academy

McKinsey Forward, Professional Development

Completed the McKinsey Forward program at Foundation and Advanced levels.

CA

Coach Academy

Certificate, Programming

Completed a course in Problem Solving with C++.

CC

Canadian International College

Certificate, Database Management

Completed a course in Database Management with SQL.

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