AI Engineer
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I am an AI Engineer with a background in Electronics and Communication Engineering from Kocaeli University, specializing in Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and agentic AI systems.
I develop AI solutions that combine LLMs with structured data pipelines, OCR, and multi-modal processing to build intelligent systems capable of document understanding, reasoning, and automated decision support. My work includes designing RAG pipelines, prompt-driven agents, and multi-agent workflows for real-world applications.
In addition to LLM systems, I have hands-on experience in deep learning, computer vision, and audio processing, including projects involving liveness detection, content moderation, and audio analysis.
I am experienced in training, evaluating, and deploying AI models in production environments. I work with Python-based ML stacks (PyTorch, NumPy, Pandas) and build scalable AI systems using containerized architectures with Docker and Kubernetes as part of modern MLOps workflows.
Kobil GmbH-AI Engineer (03/2022- present)
Generative AI & RAG Systems: I developed and optimized LLM-powered systems and Retrieval-Augmented Generation (RAG) pipelines, enabling advanced document-based QA and intelligent knowledge retrieval.
AI Workflow Design: I engineered end-to-end workflows for document understanding and semantic search, leveraging modern LLM frameworks and vector search technologies to automate information extraction.
Biometric & Document AI: I developed high-security biometric authentication components, including OCR, liveness detection, and face/speaker verification models.
Identity & Security AI: I built hybrid machine learning and rule-based pipelines specifically designed for identity verification and security-focused AI applications.
AI Deployment: I implemented the integration and deployment of AI models within containerized (Docker/Kubernetes) environments and microservice-based cloud architectures.
Kobil GmbH-Intern (06/2021 - 03/2022)
Within the scope of company projects, I took part in image processing and artificial intelligence-based projects. I created a flask service and docker container for the developed models.
Electronics and Communication Engineering (English)
