Key Takeaways
- Ahmet Ozcan co-founded Semiotic Labs and Odos, focusing on AI-powered blockchain tools for security and efficiency.
- Ozcan worked at IBM for 14 years, leading AI projects, improving algorithms, and building automation and decision-making systems.
- In 2020, he co-founded Semiotic Labs, helping develop The Graph and using AI to enhance blockchain speed and security.
Who Is Ahmet Ozcan?
Ahmet Ozcan is the co-founder and CEO of Semiotic Labs, which develops AI-based blockchain technology, and a co-founder of Odos, a DeFi trading platform that shut down in July 2026. With a background in physics, he has deep experience in AI research, especially in decentralized computing and automation. He earned his Bachelor’s degree in Physics from Boğaziçi University in 1998.
He completed a Ph.D. in Physics at Boston University in 2003. His work appeared in Nature after he made important discoveries about thin film textures while studying semiconductor surfaces.
Early Career and IBM Research
After earning his Ph.D., Ahmet Ozcan started his career at IBM as a Postdoctoral Research Fellow and later took on leadership roles. For nearly 14 years, he played an important part in AI research and technology development. At IBM Almaden Research Center, he worked as a Senior Scientist, leading AI projects and improving machine learning applications. His work focused on creating algorithms for automation, optimization, and decision-making in difficult systems.
Principal Investigator at IBM
As Principal Investigator at IBM Research Frontiers Institute, he led projects in machine intelligence, aiming to improve AI models, computational efficiency, and large-scale applications. Later, as Manager of Machine Intelligence, he managed teams working on neural networks, reinforcement learning, and AI applications for businesses and industries.
Intellectual Property and Research Contributions
While at IBM, Ozcan was named an IBM Master Inventor for his work on new technologies. He has registered over 100 patents in AI, digital security, and smart computing systems. He has also published over 50 research papers on AI, machine learning, and decentralized computing. His work appeared in academic journals and was presented at global conferences, building his reputation as an expert in AI and cryptography.
Co-Founding Semiotic Labs
In 2020, Ozcan co-founded Semiotic Labs, a company focused on AI, cryptography, and secure computing for blockchain. The company became a key contributor to The Graph, a system that helps organize and access blockchain data. Under Ozcan’s leadership, Semiotic Labs used AI and cryptography to make blockchain faster and more secure.
Building New Blockchain Tools
Besides working on The Graph, Semiotic Labs developed advanced AI-based blockchain tools to enhance data security and transaction speed. The company also supported projects like Odos and Cambrian Network, which solve major challenges in decentralized finance (DeFi) and secure computing.
The Birth of Odos.xyz
In 2022, Ozcan started Odos.xyz, a DeFi platform that made decentralized trading easier by finding the best trade routes. By 2024, it had handled over $50 billion in trades and added features like gasless transactions, MEV protection, and smarter trade execution. Odos expanded to 15 blockchains and launched a rewards token (ODOS). In July 2026, the operating company behind Odos wound down, and all Odos services shut down permanently on July 30, 2026. The ODOS token still exists on-chain, separate from the company.
Research and Work at Cambrian Network
From 2021 to 2023, Ozcan was part of the Activate program at Cyclotron Road, which helps scientists turn research into real products. During this time, he worked on AI and blockchain, leading to Cambrian Network, founded in 2024.
Cambrian Network began as a project from Semiotic Labs and is now a separate startup led by its founder and CEO, Sam Green. It offers an API for blockchain data and is building a verifiable oracle network for institutions and AI agents. As of June 2026, Cambrian had raised $11.9 million and was still in private beta.
From IBM to Web3
In an episode of The GRTiQ Podcast (July 2022), Ahmet Ozcan, Co-founder and CEO of Semiotic Labs, talked about his move from a long career at IBM to starting his own business in Web3. Semiotic Labs is one of six teams helping develop The Graph, working on AI-powered tools and decentralized data indexing.
During the discussion, Ozcan introduced Odos, a tool that helped crypto traders find the best trading routes. He explained how Odos improves trading for both individuals and businesses and shared what Semiotic Labs is doing for The Graph. He also spoke about why he left the corporate world and his long-term goals for decentralized technology.
Improving AI, Security, and Blockchain
Ozcan has worked to improve AI, secure computing, and blockchain systems. His research has helped develop better neural networks, AI memory systems, and decentralized computing. He focuses on using AI to make blockchain faster, safer, and easier to use.
As AI and blockchain continue to grow, Ozcan’s skills in AI-based optimization and secure computing play a key role in shaping Web3 technology.
Ozcan’s Impact in AI and Blockchain
Ozcan has helped build AI-powered financial tools, secure verification methods, and automated blockchain systems through Semiotic Labs and Odos. His work makes blockchain faster, improves DeFi trading, and strengthens security. By using AI, he has helped cut costs, reduce inefficiencies, and make decentralized systems easier to use.
Ozcan’s Vision
Ozcan is focused on growing decentralized finance, secure computing, and AI-powered blockchain tools. His plans include AI-focused risk models, automated financial tools, and better privacy protection to help more people use blockchain. Through his work, he stays a key part of AI and blockchain development, ensuring these technologies keep improving Web3.
Ahmet Ozcan’s AI Work for Blockchain
Ahmet Ozcan has made big contributions to AI and blockchain. From his early research in physics to leading projects at IBM and starting Semiotic Labs and Odos, he has worked on making technology safer and more efficient.
His focus on AI-powered tools has helped improve blockchain speed, security, and trading. As these technologies grow, his work will continue to shape the future of decentralized systems.
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