Ahmad Nouh / AI Engineer
I build LLM applications, retrieval and recommendation systems, Arabic NLP, and the Python services behind them.
Istanbul, Turkey / Available across EMEA
01 / Selected work
Experience across recommendations,
enrichment, and Arabic NLP.
Blink
Attendee matchmaking, session recommendations, and the Python services behind them.
Read case studyMENT
Faster extraction, better profile attribution, and enrichment services that connect the dots.
Read case studyLableb
Spelling-correction research, language-model evaluation, and a production spam service.
Read case study04 / Personal project
A place for what you want
to remember.
A self-hosted home for saved web content, with hybrid search and a grounded assistant.
Explore the projectPython · MLflow · Streamlit
An MLflow pipeline for training, hyperparameter tuning, prediction, class and slice evaluation, and experiment tracking. Streamlit views for data, performance, and inference.
Python · ChromaDB · Sentence Transformers
Movie discovery by meaning, using all-MiniLM-L6-v2 sentence embeddings and ChromaDB to retrieve related movie metadata through a Streamlit interface.
02 / About
I work at the point where machine-learning experiments become usable software. I care about model behavior, data quality, latency, failure handling, and the engineering work needed to move a feature into a product.
I work best with clear outcomes, technical ownership, focused execution, and purposeful collaboration across product and engineering teams.
Earlier, at Code Experts, I built Angular and Ionic interfaces for video-on-demand and taxi-booking products, contributed Node.js backend work, and built a WebSocket chat feature connecting drivers and riders.
03 / Toolkit
From model experiments
to the services around them.
LangGraph, LangChain, Retrieval-Augmented Generation, Model Context Protocol, agent tool calling, structured outputs, embeddings, prompt engineering, n8n, semantic search, hybrid retrieval, Reciprocal Rank Fusion, knowledge graphs
Python, FastAPI, Flask, Django, REST APIs, SQL, asynchronous workflows, Celery, RabbitMQ, Redis, PostgreSQL, pgvector, Neo4j, microservices
Arabic NLP, text classification, named entity recognition, part-of-speech tagging, spelling correction, transliteration, TensorFlow, Keras, Hugging Face, NumPy, Pandas, MLflow, DVC, ChromaDB
Azure OpenAI, Azure Machine Learning, AWS EC2 G5, Docker, Git, CI/CD, Grafana, Ollama, model evaluation, performance benchmarking
Go, Java, Spring Boot, Go Fiber, JavaScript, TypeScript, Node.js, Angular, Ionic, Streamlit, Flutter
Damascus University
2015–2021
Bachelor’s degree in Information Technology Engineering
Artificial Intelligence specialization
A different way to explore
My AI Twin can talk you through my experience,
projects, and approach, using this portfolio.
Let’s talk
I’m open to applied AI, LLM, NLP/search, and AI backend opportunities across EMEA.
ahmadnouh428@gmail.com