I architect enterprise AI systems with 5+ years of experience in GenAI, multi-agent systems, and scalable AI solutions on AWS, Azure, and GCP.
I'm a Senior ML/AI Engineer with over 5 years of experience architecting enterprise AI systems across the automotive, industrial tech, and logistics sectors. I specialize in Generative AI (GenAI), multi-agent systems, LLMOps, and scalable AI architectures on AWS, Azure, and GCP.
I've led cross-functional engineering teams, delivered patented AI products, and generated over €300K in annual cost savings through AI-driven automation and system modernization. My work combines hands-on engineering, deep AI knowledge, and a passion for building AI solutions that make a measurable impact.
Currently based in Berlin, I hold an M.Sc. in Computer Engineering from TU Berlin with a GPA of 1.0, and I'm multilingual, speaking Arabic, English, German, Turkish, and French.
Master's Thesis (Grade 1.0): Combined LLMs with internet retrieval and uncertainty modeling to reduce hallucinations.
Industry 4.0 solution using eBPF & XDP for sub-millisecond detection latency across multi-cloud environments.
Multilingual chatbot for e-commerce, providing personalized book recommendations and order tracking.
Implementation of the BERT-based sequential recommendation system for personalized content suggestions.
Private cloud infrastructure using Kolla-Ansible on Google Cloud Platform with performance benchmarking.
Research on security vulnerabilities in AI-based operations, testing defense mechanisms against adversarial examples.
Exploring the path from LLMs to AGI through chain-of-thought reasoning, tree-of-thought exploration, and advanced techniques like MCTS and RLHF. A deep dive into building an artificial brain by simulating human cognitive processes with modular AI architectures.
A comprehensive analysis of Europe's path to digital independence. Covering EU-compliant cloud infrastructure, open-source alternatives, sovereign AI models, and the regulatory landscape shaping the future of European tech. From Mistral AI to Nextcloud, discover the ecosystem enabling true digital sovereignty.
Leading advanced AI consulting projects, focusing on enterprise GenAI solutions and multi-agent system architectures for DAX 40 clients. Deployed AI agents on Kubernetes for DHL, reducing tech debt resolution by 60%. Co-designed production-ready multi-agent orchestration platform.
Led modernization of Porsche's vehicle diagnostics system (150K+ requests/day, €300K/year savings). Improved BMW's in-car recommender system using LLMs for contextual personalization. Built RAG pipelines for 500+ page documents deployed via Azure AI Studio.
Led the design and implementation of a patented semantic search solution in a cooperation with major research centers
Delivered public IT sector web apps with advanced data visualizations (React, D3.js). Led a patented semantic search engine project with CI/CD and secure cloud deployment.
Microsoft Azure
Google Cloud
DeepLearning.ai
The Linux Foundation
Microsoft
Amazon Web Services