04 / Independently built
Second Memory.
A place for what you want to remember.
A self-hosted home for saved web content, with hybrid search and a grounded assistant.
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
Recommendations, enrichment, Arabic NLP.
A closer look at the work behind the words.
Attendee matchmaking, session recommendations, and the Python services behind them.
Inside the workFaster extraction, better profile attribution, and enrichment services that connect the dots.
Inside the workSpelling-correction research, language-model evaluation, and a production spam service.
Inside the work04 / Independently built
A place for what you want to remember.
A self-hosted home for saved web content, with hybrid search and a grounded assistant.
Python · 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 / A little about me
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 / What I work with
A toolkit built through research,
experimentation, and delivery.
Damascus University
2015–2021
Bachelor’s degree in Information Technology Engineering
Artificial Intelligence specialization
04 / Follow your curiosity
Ask my AI Twin about my experience, projects, and approach.
A conversation, grounded in this portfolio.
Let’s talk
I’m open to applied AI, LLM, NLP/search, and AI backend opportunities across EMEA.
[email protected]