Architecting production machine learning systems, researching recommender algorithms & Arabic speech/NLP models, and publishing technical deep dives on AI engineering.
PhD Researcher & AI Engineer
Bridging academic AI research with real-world national and enterprise software deployments.
Conducting research on Recommender Systems, deep learning prediction models, traffic forecasting, and AI-assisted clinical decision support. ISCV Conference Committee contributor.
Architecting and deploying machine learning pipelines for traffic prediction, automated computer vision analytics, and national safety data infrastructure.
Deep specialization in Arabic text diacritization, speech-to-text (STT) for regional dialects (MSA & Darija), and LLM domain adaptation for North African languages.
Collaborated on Omdena global AI challenges building computer vision and NLP solutions. Speaker and active contributor at regional tech summits (BlaBlaConf).
Designing multi-agent orchestration systems, retrieval-augmented generation (RAG) pipelines, and low-latency inference architectures for enterprise AI tools.
Author of long-form technical deep dives demystifying production AI, computer vision benchmarks, and machine learning software design patterns.
Highlights shared with the global AI engineering and research community on LinkedIn.
Pioneering national road safety systems, intelligent vehicle inspection technology, and automated computer vision analytics for NARSA.
Deploying real-time video analytics, automated safety inspection tech, and machine learning pipelines for intelligent transportation networks.
Connecting Moroccan enterprises to international trade markets through national digital export infrastructure.
Hands-on engineering across the entire machine learning lifecycle — from data curation and neural architecture research to high-throughput cloud & edge deployment.
Connect on LinkedIn for professional networking, or reserve a direct consulting session for custom machine learning architecture advisory.
Get new articles on Arabic NLP, agentic AI, and computer vision — when I publish, not more often.