Open to opportunities

Abbas Mustafa

@abbasmustafa

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AI Systems Engineer specialized in NLP, deep learning, and production-grade ML solutions.

France

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What I'm looking for

I seek roles where I can deploy production-grade ML systems, mentor teams, and solve impactful problems in healthcare, cybersecurity, or logistics with scalable, reproducible pipelines.

I am an AI Systems Engineer with 5+ years delivering AI/ML solutions across healthcare, cybersecurity, finance, and logistics, specializing in NLP, Deep Learning, and Computer Vision. I build production-grade applications, optimize data pipelines, and translate insights into actionable business outcomes.

I have experience leading cross-functional teams, deploying containerized services, and improving model reproducibility and performance for real-world users and clinical partners. My work includes developing scalable APIs, fine-tuning medical imaging models, and architecting logistics platforms with measurable impact.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

Self-Employed

Jan 2020 - Present (5 years 9 months)

Delivered end-to-end AI/ML and data-driven solutions for international clients, supporting production systems for 1,000+ users and translating data insights into actionable business rules.

Python Docker Machine Learning Deep Learning SQL Data Pipelines

AI / ML Engineer

ORYDEX

May 2025 - Jul 2025 (2 months)

Fine-tuned segmentation models for medical imaging achieving state-of-the-art accuracy, optimized PyTorch/MONAI data pipelines to reduce training time by 25%, and containerized training and inference workflows for healthcare partners.

PyTorch MONAI Medical Imaging Model Fine Tuning Docker Model Evaluation Data Pipelines

Lead Software Developer

Tolabat-Ul-Quliyat-Ul-Momineen RWP

May 2024 - Aug 2024 (3 months)

Architected a logistics management platform for 10,000+ users, automating data flows to reduce manual coordination by 30% and delivering real-time dashboards that improved decision-making and user adoption.

Docker Data Visualization Backend Development Scalability UX Design Event Driven Systems Automation)Automation

Software Engineering Intern

NECOP

Jun 2023 - Jul 2023 (1 month)

Optimized ML algorithms within a microservices architecture to increase data processing throughput by 20% and deployed Dockerized microservices to reduce integration overhead and improve reliability.