Özgün Deniz Beyaz

An AI Engineer based in Istanbul.

I design and ship production-grade generative AI — RAG pipelines, agentic automations and multimodal systems that real businesses use every day. Backed by an engineering degree and a love for turning messy problems into working systems.

2+
Years Experience
2
Companies Shipped To
6
Production Systems Shipped
Multiple
Agents in Production

I'm an AI Engineer with 2+ years shipping generative AI that lives in production — RAG, text-to-SQL and agentic multi-agent systems.

I work in Python with LangChain, Autogen and FastAPI, and integrate LLMs across OpenAI GPT, Google Gemini, Anthropic Claude, Llama and DeepSeek. My background is a bit unusual for the field: a B.Sc. in Geomatics Engineering from Istanbul Technical University — remote sensing, spatial data and measurement — which trained me to turn messy, real-world signals into structured systems. I later specialized in Machine Learning and Deep Learning through DeepLearning.AI.

LangChain
Autogen
FastAPI
RAG & Vector DBs
Multi-Agent Systems
Azure & AWS
Docker
Remote Sensing / GIS
Experience
AI Engineer
Knitology
Sep 2025 — Now
AI Engineer
Mamentis
Jul 2024 — Jul 2025
Trainee
Google Games & Apps Academy
Education & Certifications
B.Sc. Geomatics Engineering
Istanbul Technical University · 2018 — 2024
Machine Learning & Deep Learning
DeepLearning.AI Specializations

Featured systems

Real AI systems I built and deployed at Knitology and Mamentis — running in production and used company-wide, not demos.

View GitHub
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SHIPPING PRODUCTION AI • RAG PIPELINES • MULTI-AGENT SYSTEMS • MULTIMODAL GENERATION • LLM AUTOMATION • REAL SYSTEMS, NOT DEMOS • 
Let's talk
ozgundenizbeyaz@gmail.com