Experienced Data & AI strategist, architect, and technical leader with 22+ years of hands-on and executive experience building Data & AI solutions
Aktualisiert am 23.03.2026
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 01.04.2026
Verfügbar zu: 100%
davon vor Ort: 100%
Teamleading
Generative AI
Datenarchitektur
LLM
Databricks
Datawarehouse
Python
Cloudera
AWS
Azure
Arabic
English
German
B1

Einsatzorte

Einsatzorte

Regensburg (+500km)
Deutschland, Schweiz
möglich

Projekte

Projekte

1 year 4 months
2024-06 - 2025-09

Designed and implemented an for connected vehicles aligned

Head of Cloud & AI Node.js Python AWS ...
Head of Cloud & AI

Led a 15-engineer team delivering an AI-driven VSOC and IoT fleet platform. Owned end-to-end architecture, data & AI strategy, and delivery across automotive and IoT domains.

  • Designed and implemented an for connected vehicles aligned with and automotive cybersecurity best practices
  • Developed a (platfomr ontology) covering assets, threats, attack paths, risks, and mitigations
  • Integrated into a unified detection and analysis pipeline
  • Built for correlating alerts, CVEs, and attack scenarios
  • Designed and implemented , linking vulnerabilities (CVEs) to vehicle components and risks
  • Developed for identifying anomalies and cyberattacks in vehicle environments
  • Architected for scalable ingestion, processing, and monitoring of automotive security data
  • Implemented for combining structured knowledge graphs with unstructured security intelligence
  • Defined for ADAS, infotainment, telematics, and backend vehicle services
  • Led integration of (EVITA, CVSS, ISO 21434) into the risk scoring and decision framework
AWS
Node.js Python AWS LLM Kafka Elastic Search S3
Regensberg (Deutschland)
2 years 1 month
2022-05 - 2024-05

Designed enterprise data strategies and governance models

Senior Data Consultant
Senior Data Consultant
  • Designed enterprise data strategies and governance models for Pharma and biotech clients (Bayer & Merck) unifying 10+ data domains across more than 5+ business units.
  • Led data architecture and governance initiatives ensuring compliance, quality, and scalability.
  • Acted as trusted advisor on data platforms & analytics
OSTHUS GmbH | Germany
2 years 8 months
2019-05 - 2021-12

Built cloud-native

Lead Engineer
Lead Engineer
  • Built cloud-native, AI-driven data platforms using IBM Cloud Pak for Data.
  • Delivered enterprise AI solutions including Watson Power Ranking for Esports, (filed 6 patents ? AI/MDM).
  • Supported global Fortune 500 deployments, driving architecture consistency and scale.
IBM | Germany
10 months
2018-07 - 2019-04

Designed MDM architecture

Lead Data Architect
Lead Data Architect
  • Designed MDM architecture for a unified customer data platform.
  • Introduced event-driven data integration patterns and enhanced DWH scalability.
CHECK24 Germany
2 years 1 month
2017-04 - 2019-04

Delivered two mission-critical platforms

Lead Engineer
Lead Engineer
  • Delivered two mission-critical platforms for AVL automotive R&D: a predictive diagnostics engine processing 500K+ sensor signals per test cycle, and an ADAS data lake ingesting 10TB+/day ? together reducing R&D iteration time by 30%.
AVL GmbH | Germany
1 year 1 month
2016-01 - 2017-01

Led end-to-end delivery of big data platform

Application Architect
Application Architect
  • Led end-to-end delivery of big data platform for Etisalat UAE across 3 business units, processing 2TB+ daily data volume and enabling real-time campaign targeting that increased conversion rates by 20%.
IBM | Egypt
1 year 4 months
2013-10 - 2015-01

Established Big Data practice

Senior Big Data Consultant
Senior Big Data Consultant
  • Established Big Data practice; delivered predictive models for Syngenta USA and social media analytics platforms.
ITWORX | Egypt
10 years
2003-10 - 2013-09

Supported billing/CRM integration

Billing/ DWH Senior Analyst
Billing/ DWH Senior Analyst
  • 10+ years of telecom data architecture experience across billing, CRM, network analytics, and large-scale DWH ecosystems.
  • Supported billing/CRM integration, revenue assurance, and BI/DWH operations.
  • Built semantic ontology for customer profile data
  • Workload Automation Specialist ? Vodafone Egypt
  • Automated Vodafone Data Center workloads, enhancing operational efficiency
Vodafone | Egypt

Aus- und Weiterbildung

Aus- und Weiterbildung

2015

M.Sc. Computer Science

Nile University, Egypt


2001

B.Sc. Communication Eng

Mansoura University, Egypt


Certified

ITIL & ISO/IEC 42001 Certified Lead

Implementer & Trainer (PECB)

Position

Position

  • Founded Contriqx to deliver trusted, safe, and governed AI systems.
  • Focus on AI governance, risk controls, observability, and context-aware guardrails for enterprise AI.
  • Oversee the design and development of Contriqx, an AI Governance platform

Kompetenzen

Kompetenzen

Top-Skills

Teamleading Generative AI Datenarchitektur LLM Databricks Datawarehouse Python Cloudera AWS Azure

Produkte / Standards / Erfahrungen / Methoden

Professional Summary

Experienced Data & AI strategist, architect, and technical leader with 22+ years of hands-on and executive experience building, scaling, and governing enterprise-grade data platforms and AI systems across telecom, automotive, healthcare, insurance, and regulated industries. Proven ability to bridge business, technology, and governance, leading high-impact teams and delivering Data & AI solutions that are scalable, secure, compliant, and trusted.


Professional Experience

  • Founded Contriqx to deliver trusted, safe, and governed AI systems.
  • Focus on AI governance, risk controls, observability, and context-aware guardrails for enterprise AI.
  • Oversee the design and development of Contriqx, an Arabic-first AI platform for governance, risk, and compliance automation.


Skills

Data Engineering Leadership

  • Leading data engineering teams and overseeing end-to-end data lifecycle
  • Roadmap creation, technical direction, delivery governance
  • Agile/Scrum leadership and cross-functional collaboration


Generative AI & LLM Solutions

RAG, agentic systems, prompt engineering, vector databases, knowledge graphs.


Data Science & ML Engineering

Feature engineering, model development, MLOps, monitoring, experimentation.


Data Engineering Technologies

  • Databricks, Spark, Kafka, Hive, NiFi, Airflow
  • Hadoop ecosystem, NoSQL (MongoDB), SQL/PLSQL
  • Python, Shell scripting, GitHub CI/CD, Jupyter 


Enterprise AI Architect

End?to?end AI lifecycle design, scalable data pipelines, cloud-native ML workflows.


Data Strategy & Governance

Metadata, data quality, lineage, AI policies, model governance, compliance.


Industry Impact

Delivered solutions for Vodafone, Etisalat, IBM, CHECK24, AVL, PharmaLex.


Research & Innovation

6 granted IBM patents in AI, MDM, graph intelligence; IEEE?published research.

Branchen

Branchen

  • telecommunication
  • Automotive
  • Insurance
  • Bioinformatics and pharma

Einsatzorte

Einsatzorte

Regensburg (+500km)
Deutschland, Schweiz
möglich

Projekte

Projekte

1 year 4 months
2024-06 - 2025-09

Designed and implemented an for connected vehicles aligned

Head of Cloud & AI Node.js Python AWS ...
Head of Cloud & AI

Led a 15-engineer team delivering an AI-driven VSOC and IoT fleet platform. Owned end-to-end architecture, data & AI strategy, and delivery across automotive and IoT domains.

  • Designed and implemented an for connected vehicles aligned with and automotive cybersecurity best practices
  • Developed a (platfomr ontology) covering assets, threats, attack paths, risks, and mitigations
  • Integrated into a unified detection and analysis pipeline
  • Built for correlating alerts, CVEs, and attack scenarios
  • Designed and implemented , linking vulnerabilities (CVEs) to vehicle components and risks
  • Developed for identifying anomalies and cyberattacks in vehicle environments
  • Architected for scalable ingestion, processing, and monitoring of automotive security data
  • Implemented for combining structured knowledge graphs with unstructured security intelligence
  • Defined for ADAS, infotainment, telematics, and backend vehicle services
  • Led integration of (EVITA, CVSS, ISO 21434) into the risk scoring and decision framework
AWS
Node.js Python AWS LLM Kafka Elastic Search S3
Regensberg (Deutschland)
2 years 1 month
2022-05 - 2024-05

Designed enterprise data strategies and governance models

Senior Data Consultant
Senior Data Consultant
  • Designed enterprise data strategies and governance models for Pharma and biotech clients (Bayer & Merck) unifying 10+ data domains across more than 5+ business units.
  • Led data architecture and governance initiatives ensuring compliance, quality, and scalability.
  • Acted as trusted advisor on data platforms & analytics
OSTHUS GmbH | Germany
2 years 8 months
2019-05 - 2021-12

Built cloud-native

Lead Engineer
Lead Engineer
  • Built cloud-native, AI-driven data platforms using IBM Cloud Pak for Data.
  • Delivered enterprise AI solutions including Watson Power Ranking for Esports, (filed 6 patents ? AI/MDM).
  • Supported global Fortune 500 deployments, driving architecture consistency and scale.
IBM | Germany
10 months
2018-07 - 2019-04

Designed MDM architecture

Lead Data Architect
Lead Data Architect
  • Designed MDM architecture for a unified customer data platform.
  • Introduced event-driven data integration patterns and enhanced DWH scalability.
CHECK24 Germany
2 years 1 month
2017-04 - 2019-04

Delivered two mission-critical platforms

Lead Engineer
Lead Engineer
  • Delivered two mission-critical platforms for AVL automotive R&D: a predictive diagnostics engine processing 500K+ sensor signals per test cycle, and an ADAS data lake ingesting 10TB+/day ? together reducing R&D iteration time by 30%.
AVL GmbH | Germany
1 year 1 month
2016-01 - 2017-01

Led end-to-end delivery of big data platform

Application Architect
Application Architect
  • Led end-to-end delivery of big data platform for Etisalat UAE across 3 business units, processing 2TB+ daily data volume and enabling real-time campaign targeting that increased conversion rates by 20%.
IBM | Egypt
1 year 4 months
2013-10 - 2015-01

Established Big Data practice

Senior Big Data Consultant
Senior Big Data Consultant
  • Established Big Data practice; delivered predictive models for Syngenta USA and social media analytics platforms.
ITWORX | Egypt
10 years
2003-10 - 2013-09

Supported billing/CRM integration

Billing/ DWH Senior Analyst
Billing/ DWH Senior Analyst
  • 10+ years of telecom data architecture experience across billing, CRM, network analytics, and large-scale DWH ecosystems.
  • Supported billing/CRM integration, revenue assurance, and BI/DWH operations.
  • Built semantic ontology for customer profile data
  • Workload Automation Specialist ? Vodafone Egypt
  • Automated Vodafone Data Center workloads, enhancing operational efficiency
Vodafone | Egypt

Aus- und Weiterbildung

Aus- und Weiterbildung

2015

M.Sc. Computer Science

Nile University, Egypt


2001

B.Sc. Communication Eng

Mansoura University, Egypt


Certified

ITIL & ISO/IEC 42001 Certified Lead

Implementer & Trainer (PECB)

Position

Position

  • Founded Contriqx to deliver trusted, safe, and governed AI systems.
  • Focus on AI governance, risk controls, observability, and context-aware guardrails for enterprise AI.
  • Oversee the design and development of Contriqx, an AI Governance platform

Kompetenzen

Kompetenzen

Top-Skills

Teamleading Generative AI Datenarchitektur LLM Databricks Datawarehouse Python Cloudera AWS Azure

Produkte / Standards / Erfahrungen / Methoden

Professional Summary

Experienced Data & AI strategist, architect, and technical leader with 22+ years of hands-on and executive experience building, scaling, and governing enterprise-grade data platforms and AI systems across telecom, automotive, healthcare, insurance, and regulated industries. Proven ability to bridge business, technology, and governance, leading high-impact teams and delivering Data & AI solutions that are scalable, secure, compliant, and trusted.


Professional Experience

  • Founded Contriqx to deliver trusted, safe, and governed AI systems.
  • Focus on AI governance, risk controls, observability, and context-aware guardrails for enterprise AI.
  • Oversee the design and development of Contriqx, an Arabic-first AI platform for governance, risk, and compliance automation.


Skills

Data Engineering Leadership

  • Leading data engineering teams and overseeing end-to-end data lifecycle
  • Roadmap creation, technical direction, delivery governance
  • Agile/Scrum leadership and cross-functional collaboration


Generative AI & LLM Solutions

RAG, agentic systems, prompt engineering, vector databases, knowledge graphs.


Data Science & ML Engineering

Feature engineering, model development, MLOps, monitoring, experimentation.


Data Engineering Technologies

  • Databricks, Spark, Kafka, Hive, NiFi, Airflow
  • Hadoop ecosystem, NoSQL (MongoDB), SQL/PLSQL
  • Python, Shell scripting, GitHub CI/CD, Jupyter 


Enterprise AI Architect

End?to?end AI lifecycle design, scalable data pipelines, cloud-native ML workflows.


Data Strategy & Governance

Metadata, data quality, lineage, AI policies, model governance, compliance.


Industry Impact

Delivered solutions for Vodafone, Etisalat, IBM, CHECK24, AVL, PharmaLex.


Research & Innovation

6 granted IBM patents in AI, MDM, graph intelligence; IEEE?published research.

Branchen

Branchen

  • telecommunication
  • Automotive
  • Insurance
  • Bioinformatics and pharma

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