Tanush Tony Shaska
Mathematician | Algebraic Geometry & Arithmetic Geometry | AI, Machine Learning & Symbolic Computation
- Role
- Founder at Institute For Artificial Intelligence And Mathematical Sciences
- Location
- Auburn Hills, MI, US
- LinkedIn followers
- 500 followers
About Tanush Tony Shaska
I am a researcher at the intersection of computer science and mathematics, with over two decades of experience spanning artificial intelligence, machine learning, symbolic computation, and algebraic geometry.My work focuses on neuro-symbolic AI and structured learning architectures, where I develop algorithms and theoretical frameworks that embed mathematical structure into machine learning models. Recent contributions include the invention of graded neural networks and graded transformers, which integrate concepts from representation theory, algebraic geometry, and category-theoretic methods into deep learning. These approaches advance both the theoretical foundations of AI and its applications to computational mathematics and data science.Beyond AI, I have published extensively in arithmetic and algebraic geometry, with applications to quantum computing, error-correcting codes, and cryptography. I am passionate about bridging mathematical rigor with computer science innovation, and about preparing the next generation of students to work across disciplines in theory, computation, and applications.
Experience
Founder
Institute For Artificial Intelligence And Mathematical Sciences
Jan 2011 — Present · Auburn Hills, MI, US
Discover the future of innovation at the Institute for Artificial Intelligence and Mathematical Sciences (IAIMS), where cutting-edge research in AI and mathematics converges to solve the world’s most complex challenges. Our world-class team of experts pioneers advancements in computational intelligence, algorithms, and mathematical modeling, driving breakthroughs that shape technology and science. Join us to explore, innovate, and lead in the dynamic fields of AI and mathematics—visit our website to learn more and get involved!
Education
University of Michigan
Bachelor's degree, Mathematics
Oakland University
Master of Engineering - MEng, Computer Science
University of Florida
Doctor of Philosophy - PhD, Mathematics
University of Florida
Master of Science - MS, Mathematics
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