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SAGUS Architecture
State-Aware Graph-Based AI Backend — continuous-time state evolution and dynamic Model Control Plane (MCP) reasoning, featured in technical discussions with Quantistic.
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QU-SSM Architecture
Quasi-Unitary State Space Model breaking the KV-cache memory bottleneck with constant O(1) inference memory.
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AI Systems & Engineering
Production-grade RAG architectures, contextual knowledge retrieval, and autonomous multi-agent intelligence.
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CGPA 8.62 · Dean's List
LPU · B.Tech CSE · 2023–2027 · Top Academic Honors
🏆 Dean's List
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Oracle Triple Certified
AI Foundations · Cloud Foundations · Data Platform — all OCI certified
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Published Author
Architecture of Thoughts (Lulu) & Ideologies Promoting Reality & Logic (Amazon).
FOCUS
Pioneering QU-SSM for constant O(1) inference memory manifolds and architecting SAGUS state-aware graph intelligence. Working at the intersection of systems-level AI, distributed data infrastructure, and efficient machine learning architectures.
