Ahmad Nouh / AI Engineer

Useful AI,built for thereal world.

I build LLM applications, retrieval and recommendation systems, Arabic NLP, and the Python services behind them.

Explore my work

Istanbul, Turkey / Available across EMEA

Ideas are only the beginning.Scroll to see what comes next

01 / Selected work

Real problems.
Thoughtful systems.

Recommendations, enrichment, Arabic NLP.
A closer look at the work behind the words.

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.

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Explore the project
05

Python · MLflow · Streamlit

Topic Classification

An MLflow pipeline for training, hyperparameter tuning, prediction, class and slice evaluation, and experiment tracking. Streamlit views for data, performance, and inference.

06

Python · ChromaDB · Sentence Transformers

IMDb Semantic Search

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

Curious by nature.
Engineer by practice.

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.

The full story, in a CV

The path so far

Nov 2025 — Jul 2026BlinkAI Engineer · Remote
Oct 2023 — Oct 2025MENTAI Engineer · Remote
Aug 2020 — Sep 2023LablebAI Engineer · Remote
Apr 2020 — Jul 2020LablebAI Engineer Intern · Remote
Oct 2018 — Jan 2020Code ExpertsWeb Developer · Damascus

03 / What I work with

From the model
to the moving parts.

A toolkit built through research,
experimentation, and delivery.

01

AI applications & retrieval

  • 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
02

Backend engineering

  • Python
  • FastAPI
  • Flask
  • Django
  • REST APIs
  • SQL
  • asynchronous workflows
  • Celery
  • RabbitMQ
  • Redis
  • PostgreSQL
  • pgvector
  • Neo4j
  • microservices
03

Machine learning & NLP

  • Arabic NLP
  • text classification
  • named entity recognition
  • part-of-speech tagging
  • spelling correction
  • transliteration
  • TensorFlow
  • Keras
  • Hugging Face
  • NumPy
  • Pandas
  • MLflow
  • DVC
  • ChromaDB
04

Cloud & delivery

  • Azure OpenAI
  • Azure Machine Learning
  • AWS EC2 G5
  • Docker
  • Git
  • CI/CD
  • Grafana
  • Ollama
  • model evaluation
  • performance benchmarking
05

Additional development experience

  • Go
  • Java
  • Spring Boot
  • Go Fiber
  • JavaScript
  • TypeScript
  • Node.js
  • Angular
  • Ionic
  • Streamlit
  • Flutter

Education

Damascus University
2015–2021

Bachelor’s degree in Information Technology Engineering
Artificial Intelligence specialization

Selected certifications

  • DeepLearning.AI TensorFlow Developer · July 2021
  • Introduction to Machine Learning in Production · DeepLearning.AI
  • Natural Language Processing in TensorFlow · DeepLearning.AI · June 2021
  • Python for Data Science and AI · IBM · September 2020

Languages

  • Arabic — Native or bilingual proficiency
  • English — Professional working proficiency
  • Turkish — Elementary proficiency

04 / Follow your curiosity

There’s more
to the story.

Ask my AI Twin about my experience, projects, and approach.
A conversation, grounded in this portfolio.

Let’s talk

Have something
in mind?

I’m open to applied AI, LLM, NLP/search, and AI backend opportunities across EMEA.

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Ahmad’s AI Twin AI

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