Profile
AI Engineer building production RAG, LLM agents, and Spring AI / MCP systems. In AI since 2021 —
four years of internships and freelance alongside an engineering degree, then full-time. Currently leading AI at
1morething Ventures (Sharjah, UAE) across Gulf and MEA clients, including an agriculture AI for
FAO in Egypt; teaching AI bootcamps on the side and working with a first US client.
Shipped in 8 countries. Working languages: Arabic, French, English.
Skills
LLM systems
RAG pipelines, LLM agents, Spring AI, MCP (Model Context Protocol), LangChain, LlamaIndex, Groq, prompt & retrieval evaluation
NLP / ML
Transformers (HuggingFace), RoBERTa fine-tuning, BART summarization, classical ML & forecasting, computer vision (CNNs)
Cloud / MLOps
AWS (SageMaker, S3, EC2, EKS), Docker, Kubernetes, GitLab CI/CD
Languages & APIs
Python, Java, FastAPI, R · Weaviate & vector stores
Human languages
Arabic (native), French, English — teach in all three