Visionary AI Engineer and Scientist with over 20 years of expertise in Machine Learning, Deep Learning, and Python (hands-on experience in Pattern Recognition, Generative AI , LLMs, and AI Agents). I specialize in end-to-end ownership of agentic AI, Computer Vision, and NLP solutions—from groundbreaking research and prototyping to production-grade deployments across finance, healthcare, e-commerce, manufacturing, and beyond. As a strategic leader, I have built and scaled high-performance AI/ML teams, established cutting-edge AI research labs, and delivered scalable, responsible AI systems that drive innovation and efficiency.
My scientific contributions in applied machine learning include architecting multi-agent systems for market research, risk intelligence, and automated execution, achieving up to 80% faster decision-making and 60% reductions in operational hours. I have developed enterprise knowledge copilots handling millions of documents with robust guardrails, multi-modal sensor fusion pipelines for real-time patient monitoring in clinical settings, and transformer-based document intelligence solutions processing. In computer vision, my work encompasses quality control models reducing false positives, 3D content creation using diffusion models, and recommendation systems leveraging multimodal search.
With deep knowledge in AI strategy, I have orchestrated cloud-native MLOps pipelines on major platforms, implementing CI/CD, model drift monitoring, and A/B testing for seamless production integration. My technical mastery spans PyTorch, TensorFlow, Hugging Face Transformers, LangChain, CrewAI, AutoGen, and APIs from leading LLMs like GPT, Llama, Gemini, QWEN, and Claude. I excel in reinforcement learning, time series analysis, graph neural networks, and responsible AI frameworks, ensuring safety, compliance, and ethical deployment.
In academia, I have secured over 10M EUR in funding for 45+ AI projects and mentored over 40 graduate students. My scholarly impact includes more than 300 publications in journals, conferences, books, and patents, with roles as associate editor and guest editor for special issues on human behavior analysis. I have chaired workshops and conferences, fostering global collaboration in AI advancements.
An IEEE Senior Member with awards for best paper and lecturing excellence, I am fluent in English, Turkish, Persian, and basic Estonian. My career is dedicated to bridging executive strategy with technical excellence, mentoring emerging talent, and advancing intelligent technologies that solve real-world challenges.
