Rayan Hamadeh

Hi, I’m Rayan! I am a Data and AI Engineer passionate about transforming experimental AI models into robust, high-speed production systems. Whether it is orchestrating complex multi-agent architectures or streamlining daily operations with smart automations, my goal is to build solutions that are efficient, transparent, and built for scale.

I focus on cutting through technical noise to deliver real business value, reducing manual processes, and optimizing system latency for seamless user experiences.

What I Offer

•Generative AI & LLM Orchestration: Designing scalable AI pipelines and multi-agent systems using OpenAI, LangChain, and LangGraph. I specialize in inference optimization, token streaming, and rigorous model evaluation to prevent hallucinations.

•Workflow Automation & Integrations: Architecting reliable API integrations and automated workflows (utilizing Python, FastAPI, and tools like n8n) to eliminate technical bottlenecks and accelerate operations.

•Data Engineering & Architecture: Structuring and processing massive datasets using PostgreSQL, Pandas, and NumPy to extract actionable insights and ensure downstream data quality.

•Agile Execution: Applying a structured, MECE problem-solving approach and Agile/Scrum methodologies to deliver transparent, maintainable code collaboratively.

My Tech Stack

•Languages: Python, SQL

•AI & ML: OpenAI API, LangChain, LangGraph, PyTorch, LangSmith, ElevenLabs

•Backend & Data: PostgreSQL, FastAPI, Pandas, NumPy