I am a systems researcher based in Nepal. I am interested in making computing more efficient and predictable under resource constraints: using less memory and computation, remaining responsive under pressure, and degrading more gracefully when resources run out.
My current work studies Linux memory pressure.
- Broader goal: How can memory-management policy preserve responsiveness when RAM is constrained?
- Current milestone: Can PSI identify early, repeatable pressure windows before reclaim and swap activity dominate?
- Status: Baseline and signal-validation experiments are in progress. Policy comparisons will follow after the signal is characterized across the workload matrix.
The work uses controlled workloads, repeated trials, stable raw experiment output, and explicit workload and memory controls.
My earlier research focused on Nepali legal information retrieval and AI-assisted research workflows in a low-resource language setting.
- An Empirical Comparison of Embedding Models for Nepali Legal Document Retrieval. ICAIL 2026 short paper, presented 9 June 2026. Official programme
- An Artificial Intelligence Driven Semantic Similarity-Based Pipeline for Rapid Literature. arXiv:2509.15292, 2025. arXiv · Code companion
- Feasibility of Artificial Intelligence Driven Analysis in the Context of Nepalese Legal System. Proceedings of ICAIL 2025, pp. 498-499. DOI
- Strata - a Rust notebook interface with a human-editable Markdown format, Jupyter interchange, kernel management, and checkpointed runtime state.
- admux - a Rust terminal multiplexer built around declarative project layouts, PTY management, persistent sessions, and best-effort workspace restoration. It grew from the earlier Smart Session Manager.
Research website · ORCID · LinkedIn · Email