Abbas Mustafa
@abbasmustafa
AI Systems Engineer specialized in NLP, deep learning, and production-grade ML solutions.
What I'm looking for
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
AI Engineer
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.
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.
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.
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.
Education
Degrees, certifications, and relevant coursework
IMT Atlantique
Master of Science, Cybersecurity
2025 -
Pursuing a Master's in Cybersecurity at IMT Atlantique focusing on advanced security principles and practical defenses for AI-enabled systems.
National University of Computer and Emerging Sciences (FAST-NUCES)
Bachelor of Science, Artificial Intelligence
2020 - 2024
Completed a Bachelor of Science in Artificial Intelligence with coursework and projects in NLP, deep learning, and computer vision.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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