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Yacoub A.YA

Yacoub A.

GCP Cloud Architect | MLOps | Data & AI

€700/day
München, DE
3-7 years

Average response time: 24 hours

About Yacoub

Google Certified Cloud Architect bridging the gap between Data and AI. I build scalable cloud foundations, design robust ETL pipelines, and deploy production ready ML models. Let me build an infrastructure that drives your business.

Many companies hit a wall when trying to scale their data and AI initiatives. Data models get stuck in local notebooks, cloud bills spiral out of control, and infrastructure becomes a tangled mess of manual processes. That is exactly where I step in.

As a Google Certified Professional Cloud Architect with a heavy background in Machine Learning and Data Engineering, I do not just spin up servers. I design, automate, and govern the enterprise grade infrastructure required to run heavy data workloads reliably and securely.

Core Consulting Services:

Cloud Architecture & IaC: Designing secure, event-driven, and highly available cloud environments from scratch using Terraform and Docker.

Data Engineering (ETL/ELT): Untangling messy data sources and building robust pipelines that deliver clean, real-time data to your analytics and AI teams.

MLOps & AI Platform Engineering: Taking AI out of the research lab and into production. I build the CI/CD pipelines, observability tools, and governance frameworks needed to deploy LLMs and ML models safely.

FinOps & Cloud Optimization: Auditing your existing cloud setup to eliminate waste, implement strict budget thresholds, and drastically reduce your monthly infrastructure costs.

Why work with me?
I bring the rigorous engineering standards of high-growth tech companies directly to your project. I focus on decoupled architectures, automation, and clear documentation. Whether you are a startup needing a secure cloud foundation or a scaling enterprise looking to fix cost-inefficient workflows, I deliver systems that accelerate your engineering velocity.

Send me a message with a brief overview of your current technical bottlenecks, and let us discuss how to build a system that scales with you.
  • English

    Fluent

  • German

    Conversational

  • Arabic

    Native or bilingual

  • Russian

    Native or bilingual

Remote only
Primarily works remotely

Experience

  • Orbem GmbH
    Machine Learning Engineer
    TECH
    July 2022 - Today (4 years)
    Munich, Germany
    ◦ Architected a self-service internal platform for Ground Truth Collection that automated manual workflows, reducing engineering support time from∼8 hours per session to zero active involvement.
    ◦ Initiated an ML System Design working group, collaborating with the Head of AI to define and implement the department-wide standard for technical design documentation.
    ◦ Owned the development of 3D object detection models, improving accuracy by 15% through fine-tuning, while designing scalable ETL pipelines that reduced processing time by 25x.
    ◦ Selected for a rapid-response task force to deploy Airflow pipelines; partnered with Senior Data Engineers to validate architecture, ensuring robustness against edge cases and alignment with business
    logic.
    ◦ Created production-grade ML repositories introducing CI/CD and automated testing, establishing engineering standards adopted across the ML org.
    Extract, Transform, Load (ETL) Docker Computer Vision
  • Orbem GmbH
    Machine Learning Engineer
    March 2022 - June 2022 (3 months)
    Amman, Jordan
    • Implemented deep-learning-based MRI reconstruction pipelines, improving image quality for downstream medical analysis.
    • Built GitLab CI/CD pipelines for emerging ML services, reducing integration time and deployment friction.
    Git Python Computer Vision
  • Freelance
    Machine Learning Engineer
    June 2021 - March 2022 (9 months)
    Amman, Jordan
    • Consulted with SMEs on designing AI architectures tailored to their operational needs.
    • Delivered custom AI solutions for Computer Vision, NLP, Time series forecasting, and Generative AI.
    Computer Vision Google Cloud Platform (GCP) SQL

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Education

  • B.Sc. in Computer Engineering
    Amman Al-Ahliyya University
    2022
    B.Sc. in Computer Engineering
  • Neural Networks and Deep Learning Coursera Credential 2 Docker Mastery + Kubernetes Udemy
    Credential
    Neural Networks and Deep Learning Coursera Credential 2 Docker Mastery + Kubernetes Udemy

Skill set

Categories