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Ahmad Nouh

@ahmadnouh

AI/ML Engineer building production LLM, RAG, agentic, and NLP systems, with strong Python backend experience and measurable results.

Turkey

Message

What I'm looking for

I’m looking for a fully remote AI/ML or Applied AI Engineer role focused on LLM applications, RAG, agentic systems, NLP, or AI-powered backend services. I’m drawn to teams that value autonomy, clear goals, thoughtful collaboration, and meaningful technical work. I’m based in Türkiye and interested in remote roles across EMEA with a viable way to hire or contract here.

I’m an AI/ML Engineer with 6+ years of experience building production AI systems, from Arabic NLP to LLM agents and recommendation systems.

At Blink, I delivered attendee matchmaking and session recommendations using PostgreSQL/pgvector and Python/FastAPI. I also designed and evaluated a beta LangGraph agent with five tools for booking, attendee search, location lookup, and document parsing.

At MENT, I reduced a core AI pipeline from about 15 minutes to under 3 by parallelizing extraction across asynchronous LLM calls. I also improved data-to-profile attribution by approximately 33% versus the prior system.

At Lableb, I built a production B2B spam-classification service handling up to 30,000 requests per day and filtering about 90% of spam queries. I also trained and evaluated Arabic NLP models, including NER, POS-tagging, transliteration, and spelling correction.

On my personal project Second Memory, I built and self-hosted a LangGraph/FastAPI knowledge assistant that combines vector and full-text retrieval with a Flutter client. I also built an MLflow-based topic-classification pipeline with a Streamlit interface.

Experience

Work history, roles, and key accomplishments

AI Engineer

Blink

Nov 2025 - Jul 2026 (8 months)

Delivered attendee matchmaking and session recommendations using PostgreSQL/pgvector and Python/FastAPI. Designed and evaluated a beta LangGraph agent with five tools for booking, attendee search, location lookup, and document parsing.

PostgreSQL Pgvector Python fastAPI LangGraph Docling Gemini 2.5 Flash EC2 Ollama CI CD

AI Engineer

MENT

Oct 2023 - Oct 2025 (2 years)

Reduced a core AI pipeline from about 15 minutes to under 3 by parallelizing extraction across asynchronous LLM calls. Improved data-to-profile attribution by approximately 33% and contributed to multi-agent enrichment workflows in n8n.

Python LLM N8n MCP RabbitMQ Grafana Neo4j Azure OpenAI Celery Microservices

AI Engineer

Lableb

Aug 2020 - Sep 2023 (3 years 1 month)

Built a production B2B spam-classification service handling up to 30,000 requests per day and filtering about 90% of spam queries. Improved Arabic spelling correction through iterative experiments and trained Arabic NLP models in Azure Machine Learning.

Python Go Flask Spring Boot Go Fiber Azure Machine Learning DVC Arabicnlp NER POS Tagging KenLM

AI Engineer Intern

Lableb

Apr 2020 - Jul 2020 (3 months)

Internship contributing to AI engineering projects at Lableb.

Web Developer

Code Experts

Oct 2018 - Jan 2020 (1 year 3 months)

Built Angular and Ionic interfaces for video-on-demand and taxi-booking products. Contributed Node.js backend work and a WebSocket chat feature connecting drivers and riders.

Angular Ionic NodeJS WebSockets