@Ruffy
17 y.o. AI Researcher. Building post-Transformer architectures (O(1) memory). Springer Author. Recognized by Forbes KZ & UK Metascience Unit.
https://github.com/little-ruffy$0 in pending offers
I am an AI researcher and Full-Stack Developer focused on fundamental shifts in neural architecture efficiency and reasoning.
Background & Recognition:
At 17, I have already established a track record in both academia and industry:
Springer Author
Industry Leadership: Served as Lead AI Instructor for a government-partnered initiative (Devyatka LLC) and Co-Lead LLM Engineer at Diffuzio.
Recognition: My work has been noted by Forbes Kazakhstan and the UK Metascience Unit.
Competition: International Medalist in Math/Robotics/Science/AI.
Current Research (The "Why"):
I am currently building the Recursive Latent Matrix (RLM) a novel recurrent architecture designed to replace the quadratic complexity of Transformers.
Unlike static LLMs, RLM utilizes dynamic synchronization maps and O(1) matrix memory to achieve inference-time reasoning without the massive compute overhead. I am proving that we can achieve thinking through temporal recurrence rather than just scaling parameters.
pending admin approval