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# Dr. Sina Khatibi

Homepage

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## Posts

- [Blog](https://sinakhatibi.com/blog/)
- [Autonomy Levels in AI: How We Design Reliable, Responsible Agentic Systems](https://sinakhatibi.com/autonomy-levels-in-ai-how-we-design-reliable-responsible-agentic-systems/) - Autonomy has always been the dream behind Artificial Intelligence (AI). We want systems that do more than answer questions or follow simple scripts. We want AI that can understand goals, reason through tasks, make decisions, and take action. But as we move toward agentic AI—systems that perform multi-step tasks, use tools, coordinate with other agents,
- [Quality of Decision (QoD): The Missing Layer in Agentic AI Systems](https://sinakhatibi.com/quality-of-decision-qod-the-missing-layer-in-agentic-ai-systems/) - How to design AI that knows when it’s right, when it’s wrong, and when it should ask for help 1. The Hidden Weakness in Today’s Agentic AI Agentic AI is advancing quickly. We’re seeing systems that can plan tasks, call tools, analyze data, trigger workflows, and even collaborate with other agents. The idea of “autonomous workflows”
- [Deep Learning Tutorials and Resources](https://sinakhatibi.com/deep-learning-tutorials-and-resources/) - Last Update: December 5, 2024 Deep learning has revolutionized industries ranging from healthcare and finance to entertainment and autonomous systems. With its rapid advancements, learning deep learning can seem daunting, especially with the overwhelming amount of material available. To help you on your journey, we’ve curated a list of high-quality tutorials, courses, and resources that

## Pages

- [Home](https://sinakhatibi.com/) - Welcome I am an AI Solutions & Agentic Systems Architect and PMP-certified technical leader, designing GenAI, LLM, and multi-agent systems that deliver real enterprise and network intelligence.My work bridges applied AI, cloud platforms, multi-agent orchestration, and AI-native network architecture — transforming complex ideas into scalable, production-ready solutions.I specialize in building autonomous decision systems, AI workflows,
- [Education](https://sinakhatibi.com/about/education/) - Education Ph.D., Electrical & Computer Engineering – 2016Instituto Superior Técnico (IST), University of LisbonGraduated with distinction. Thesis: “Radio Resource Management Strategies in Virtual Networks”.Focused on intelligent communication systems, distributed optimization and network intelligence — the foundation for today’s GenAI, multi-agent and AI-native network architectures. M.Sc., Electrical Engineering – Communications – 2010Science & Research Branch, Azad
- [My Career](https://sinakhatibi.com/about/my-career/) - My Career Lorem Ipsum has been the industry's standard dummy text ever since the 1500s. Lead AI Architect - Nokia Bell Lab 2020 - Present · Lead GenAI/LLM & AI/ML Research for 6G AI-native and 5G-A systems, delivering strategic insights that shaped next-generation AI-native networks and contributed to patents, technical publications, and AI-driven standards evolution.
- [Publications](https://sinakhatibi.com/about/publications/) - Publications and Patents Below is a selection of my work across journal articles, conference papers, white papers, technical reports, and patents. I focus on AI-native architectures, elastic 5G/6G networks, resource management, and intelligent automation. Book Section - Contribution to L. Correia, L. Ferreira, “Virtualized and Cloud-based Architectures”, in N. Cardona (editor), Cooperative Radio Communications for
- [Research Focus](https://sinakhatibi.com/about/research-focus/) - My Research Area My work centers on designing intelligent systems that combine GenAI, multi-agent architectures, cloud-scale decision intelligence, and AI-native network principles. These four pillars define the core of my technical and research interests. 1. GenAI, LLM Systems & Reasoning Architectures I focus on developing GenAI and LLM-driven systems that enable reasoning, planning, and context-aware
- [About Me](https://sinakhatibi.com/about/) - About Me I am an AI Solutions & Agentic Systems Architect and PMP-certified technical leader with more than a decade of experience building intelligent systems across telecom, cloud, and AI-driven environments. I specialize in designing GenAI, LLM, and multi-agent architectures that turn complexity into scalable, real-world solutions.My career began in advanced networking and system intelligence,
- [Contact](https://sinakhatibi.com/contact/) - Get In Touch Thank you for visiting! If you have any questions, suggestions, or collaboration ideas, I’d love to hear from you. You can reach out in two ways: Use the Contact Form: Fill out the form below, and I’ll get back to you as soon as possible. Send an Email: Alternatively, you can email
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## Categories

- [AI/ML](https://sinakhatibi.com/category/ai-ml/)
- [Deep Learning](https://sinakhatibi.com/category/ai-ml/deep-learning/)
- [Agentic AI](https://sinakhatibi.com/category/ai-ml/agentic-ai/)

## Tags

- [resource](https://sinakhatibi.com/tag/resource/)
- [deep learning](https://sinakhatibi.com/tag/deep-learning/)
- [tutorial](https://sinakhatibi.com/tag/tutorial/)
- [Agentic AI](https://sinakhatibi.com/tag/agentic-ai/)
- [QoD](https://sinakhatibi.com/tag/qod/)