Engineering Privacy-Preserving architectures and Explainable AI (XAI) for decentralized clinical decision support.
Optimizing Multimodal RAG and state-space architectures to solve hallucinations in specialized scientific reasoning.
Developing self-correcting Neuro-Symbolic networks for real-time threat detection in AI-integrated infrastructure.
Bridging the gap between Latent Diffusion and physical reality through Self-Supervised Foundation Vision Models.
Sebastian RV et al. | Elsevier | Conference Proceedings
K Pokhrel et al. | Springer | Conference Proceedings
K Pokhrel et al. | Springer | Conference Proceedings
K Pokhrel et al. | Elsevier | Conference Proceedings
K Pokhrel et al. | Taylor & Francis | Peer-Reviewed Journal
K Pokhrel et al. | Springer | Conference Proceedings
ML & AI | 2024 — PRES
Recognized globally by Google as a domain expert for significant contributions to the Machine Learning ecosystem.
Master of BIS | AIHE
Achieved distinguished academic standing for consistent high-tier performance throughout postgraduate studies.
Top Graduate | AIHE
Highest academic honor bestowed upon the top-performing student across the entire postgraduate cohort.
AIHE Sydney | Faculty
Specializing in pedagogy for Advanced Information Systems and spearheading institutional AI research initiatives.
UoN Newcastle | KERT Team
Active member of the Knowledge Engineering and Research Team, focusing on the development of Intelligent Systems.
Network & Systems ⟡ CareTel Sydney
Specialized in Architecting ISP infrastructures, overseeing systems security, and ensuring enterprise-grade reliability through advanced network diagnostics.
Infrastructure ⟡ IT Intelligence Sydney
Delivered comprehensive infrastructure consulting and server-side troubleshooting, maintaining rigorous handover notes and configuration documentation.