Mesklin Research
Discover our work across AI, secure computing, quantum systems, and the infrastructure that brings research into production.
Featured publication
Sandeep Sharma, Suraj Tiwari, Niharika Kamble
3 papers
PUBLICATIONS
An operating-system-inspired architecture for concurrent LLM workloads, context virtualization, runtime multiplexing, and AI-native resource management.
Sandeep Sharma, Suraj Tiwari, Niharika Kamble
Read paperarrow_forwardA brain-inspired language-model architecture that uses structured sparsity, low-rank projections, energy-based reasoning, and candidate retrieval for CPU-friendly inference.
Sandeep Sharma, Suraj Tiwari, Niharika Kamble
Read paperarrow_forwardA brain-inspired operating architecture for robots that integrates cognition, intent, deterministic real-time control, hardware abstraction, firmware, and non-bypassable safety reflexes.
Sandeep Sharma, Suraj Tiwari
Read paperarrow_forwardPartner with our researchers on applied AI, secure infrastructure, and next-generation computing.
