About Yacoub
Product-focused engineer with 4+ years of experience scaling 3D Computer Vision systems from R&D to production. I specialize in bridging the gap between research and software, reducing pipeline processing time by 25x and improving model accuracy by 15%. Expert in MLOps, CI/CD, and establishing engineering standards that accelerate team velocity.
English
Fluent
German
Conversational
Arabic
Native or bilingual
Russian
Native or bilingual
Remote only
Primarily works remotely
Experience
- Orbem GmbHMachine Learning EngineerTECHJuly 2022 - Today (3 years and 11 months)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 businesslogic.◦ Created production-grade ML repositories introducing CI/CD and automated testing, establishing engineering standards adopted across the ML org.
- Orbem GmbHMachine Learning EngineerMarch 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.
- FreelanceMachine Learning EngineerJune 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.
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Education
- B.Sc. in Computer EngineeringAmman Al-Ahliyya University2022B.Sc. in Computer Engineering
- Neural Networks and Deep Learning Coursera Credential 2 Docker Mastery + Kubernetes UdemyCredentialNeural Networks and Deep Learning Coursera Credential 2 Docker Mastery + Kubernetes Udemy